{"credit":"Taylor (gtmcknight), github.com/gtmcknight/amm-sim@4812a6382311624e1506aca131ca35c378f930d9 research/solved","gain_vs_base":0.010079834185175551,"se":0.004651306909499757,"n":512,"seeds":[64000,64511],"advance":true,"source_sha256":"e183e5bc3fb794b7067703b10a7da9920267aa5f4caa968e16ca101b02338f40","measurement_role":"choose_diagnostic","figures_role":"selection_set","best_probe":{"name":"r1c3_minus","delta_bps":-1,"selection_rule":"maximum signed gain_vs_base - se"},"groups":[{"id":"r0c0","table":3,"level":2,"bounds":{"row":[0,13],"column":[0,3]},"mass":{"abs_weight":671.2814808940284,"level_share":0.14657117737973802,"table_share":0.0016796036429712134},"plus":{"name":"r0c0_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"06c5163bc512eb5302007a3e40adb2815e1ce6f4d5b5288b8d8437d0e96fdd86","checkpoints":[{"n":128,"mean":-0.003380067889323435,"se":0.0085018540389102,"early_stop":false},{"n":256,"mean":0.0009647872760896181,"se":0.005629418111338266,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0015041692548973806,"se":0.004078331653909948,"n":512,"seeds":[64000,64511]},"minus":{"name":"r0c0_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"670f2968f6364e6f1be474808f591ab96e0ff5d6b26234a42777db4904d5370d","checkpoints":[{"n":128,"mean":0.00451424532973288,"se":0.006252560194513873,"early_stop":false},{"n":256,"mean":0.006420048783103205,"se":0.005090582984468826,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0027334646083522207,"se":0.004057357073250134,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0015041692548973806,"common_minus_gain":0.0027334646083522207,"gradient":-0.00061464767672742,"gradient_se":0.001840781012145025,"z":-0.33390591964613076,"z_status":"finite","curvature":0.004237633863249601,"curvature_se":0.007255065269146711,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r0c1","table":3,"level":2,"bounds":{"row":[0,13],"column":[4,7]},"mass":{"abs_weight":260.2562510700628,"level_share":0.05682573737766753,"table_share":0.000651183385576393},"plus":{"name":"r0c1_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"90b0722b7db88f0c725ab58b909bf6ec8f99960196b21e7c930a16263701d8a4","checkpoints":[{"n":128,"mean":0.0017884797392038188,"se":0.008351722178211582,"early_stop":false},{"n":256,"mean":0.0035803047764182416,"se":0.005406243263597534,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0016785842538687978,"se":0.004160297329980645,"n":512,"seeds":[64000,64511]},"minus":{"name":"r0c1_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"581d8a2f9ab8f843f646212e509dc80d4d1001baf0e47a5d1377ce73ecb5d4d3","checkpoints":[{"n":128,"mean":0.009467481132190425,"se":0.005862024980659714,"early_stop":false},{"n":256,"mean":0.009345984170629595,"se":0.004580994376882625,"early_stop":false}],"early_stop":false,"gain_vs_base":0.004345569715186404,"se":0.0037871636711763767,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0016785842538687978,"common_minus_gain":0.004345569715186404,"gradient":-0.001333492730658803,"gradient_se":0.0017321271122107758,"z":-0.7698584712739809,"z_status":"finite","curvature":0.0060241539690552015,"curvature_se":0.00716242331622628,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r0c2","table":3,"level":2,"bounds":{"row":[0,13],"column":[8,9]},"mass":{"abs_weight":21.285225092098987,"level_share":0.00464752952574629,"table_share":5.325745253472219e-05},"plus":{"name":"r0c2_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"c28567ac335e3cba75ff464ed5966645d2b70206790db38356ff9131591b802d","checkpoints":[{"n":128,"mean":0.007758918653737901,"se":0.006117185542625195,"early_stop":false},{"n":256,"mean":0.007903466674215043,"se":0.004621941684927781,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0009279476615520199,"se":0.0038476017460415722,"n":512,"seeds":[64000,64511]},"minus":{"name":"r0c2_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"9098f22304d9aadc7f5b3e4734a710baddd67ce89c13222b6e4f10afe88290c4","checkpoints":[{"n":128,"mean":0.0005162222731756039,"se":0.0060384881093236515,"early_stop":false},{"n":256,"mean":0.004150478083365883,"se":0.003934726184895789,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0004779308158129325,"se":0.0046672691406824405,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0009279476615520199,"common_minus_gain":-0.0004779308158129325,"gradient":0.0007029392386824762,"gradient_se":0.0022517301843343815,"z":0.31217738411685736,"z_status":"finite","curvature":0.0004500168457390874,"curvature_se":0.007272807268396938,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r0c3","table":3,"level":2,"bounds":{"row":[0,13],"column":[10,11]},"mass":{"abs_weight":14.082245920253097,"level_share":0.0030747926517108097,"table_share":3.5234982972228775e-05},"plus":{"name":"r0c3_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"6831fa13b2ef7415e743ce8b3f9255f0c00edcfc43bfc174a6f4d99372cca5c4","checkpoints":[{"n":128,"mean":0.0020729257745673024,"se":0.003129531743877717,"early_stop":false},{"n":256,"mean":0.0014423898874900143,"se":0.0027242167250206835,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0006656146161742038,"se":0.0022200974674036304,"n":512,"seeds":[64000,64511]},"minus":{"name":"r0c3_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"f63bc6f5734ef2038a6892494e77be55f250dccbfbed28bd6e3ec62718076cb6","checkpoints":[{"n":128,"mean":-0.0030230307960019687,"se":0.0038936234001578575,"early_stop":false},{"n":256,"mean":0.0020285109854145666,"se":0.003005205919029254,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0029176095348500963,"se":0.00199315584783098,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0006656146161742038,"common_minus_gain":0.0029176095348500963,"gradient":-0.0011259974593379463,"gradient_se":0.0010446863204016071,"z":-1.0778330656278536,"z_status":"finite","curvature":0.0035832241510243,"curvature_se":0.003665723389031515,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r0c4","table":3,"level":2,"bounds":{"row":[0,13],"column":[12,13]},"mass":{"abs_weight":23.17513850162803,"level_share":0.005060183295386267,"table_share":5.798617742568375e-05},"plus":{"name":"r0c4_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"96e011ee0422618d7b5521e53c1d450fc0b36275824642baf3d8402b638924f7","checkpoints":[{"n":128,"mean":-0.0021229434506198075,"se":0.0050254070483038045,"early_stop":false},{"n":256,"mean":0.0017363630491538107,"se":0.003422005676554819,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0007202284862398711,"se":0.003204316279570876,"n":512,"seeds":[64000,64511]},"minus":{"name":"r0c4_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"d2efdb51a95d5f113d2dde861d7f0a2507a1cf307ba44d36baf73effd3f65954","checkpoints":[{"n":128,"mean":0.0006358496097171873,"se":0.004786355724759346,"early_stop":false},{"n":256,"mean":0.0015228924426202717,"se":0.00291281414942272,"early_stop":false}],"early_stop":false,"gain_vs_base":0.00014762936937229298,"se":0.0029622142540334665,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0007202284862398711,"common_minus_gain":0.00014762936937229298,"gradient":0.00028629955843378907,"gradient_se":0.0010525192471527963,"z":0.2720136085000509,"z_status":"finite","curvature":0.0008678578556121641,"curvature_se":0.005801165844046834,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r0c5","table":3,"level":2,"bounds":{"row":[0,13],"column":[14,25]},"mass":{"abs_weight":12.16210013895734,"level_share":0.0026555377848397166,"table_share":3.0430614102995386e-05},"plus":{"name":"r0c5_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"43a9ce2e121c6f795d8ae5b5e9e077d0eb6f7273820948af0010305d9e04ca5f","checkpoints":[{"n":128,"mean":0.004648793066706514,"se":0.004086754736135025,"early_stop":false},{"n":256,"mean":0.004640403506032786,"se":0.0027041177082934337,"early_stop":false}],"early_stop":false,"gain_vs_base":0.004078243491781985,"se":0.0018077590182007462,"n":512,"seeds":[64000,64511]},"minus":{"name":"r0c5_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"d38d5d95104bedeea954ce30464cd7e45d31386d9eaf4f617ec5f3619b67438a","checkpoints":[{"n":128,"mean":0.006290711434998375,"se":0.0036541579289187196,"early_stop":false},{"n":256,"mean":0.004943272535793852,"se":0.0025190307066815312,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0035072103464593996,"se":0.0016962654070187982,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.004078243491781985,"common_minus_gain":0.0035072103464593996,"gradient":0.00028551657266129293,"gradient_se":0.0006894871990293899,"z":0.41409988911066437,"z_status":"finite","curvature":0.007585453838241385,"curvature_se":0.0032232045556197597,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r1c0","table":3,"level":2,"bounds":{"row":[14,15],"column":[0,3]},"mass":{"abs_weight":107.89388941649239,"level_share":0.02355812703605782,"table_share":0.00026995973354861834},"plus":{"name":"r1c0_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"5488f6584c6c2ccbd325b7576e8cf14d618197585565d47a4a99763e3298073d","checkpoints":[{"n":128,"mean":0.0006508552950195146,"se":0.006866757276017984,"early_stop":false},{"n":256,"mean":0.0020927542463482496,"se":0.0048162158783178095,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0018897153193788707,"se":0.0038841360189309365,"n":512,"seeds":[64000,64511]},"minus":{"name":"r1c0_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"f5ccf2274a8e5ff65ead0ed84cd4e8bba32ab2275b9411cbc268fe90ee13d9e0","checkpoints":[{"n":128,"mean":0.0032525235910494388,"se":0.0072362778189551296,"early_stop":false},{"n":256,"mean":0.001968055544171232,"se":0.004947427786885524,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0002636518328998916,"se":0.0039770866716805535,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0018897153193788707,"common_minus_gain":-0.0002636518328998916,"gradient":0.0010766835761393811,"gradient_se":0.0014943995556104149,"z":0.7204790526718204,"z_status":"finite","curvature":0.0016260634864789791,"curvature_se":0.007271488285626067,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r1c1","table":3,"level":2,"bounds":{"row":[14,15],"column":[4,7]},"mass":{"abs_weight":312.5945692624764,"level_share":0.06825356480606705,"table_share":0.0007821383313107622},"plus":{"name":"r1c1_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"3a5b8785be8be941c77e3c2754c152ef63321855a5c9784d3dd86830b360af81","checkpoints":[{"n":128,"mean":0.0018201503194563706,"se":0.008110853363732828,"early_stop":false},{"n":256,"mean":0.007748663173758441,"se":0.009360109665057586,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0047611483578864355,"se":0.005526307190517639,"n":512,"seeds":[64000,64511]},"minus":{"name":"r1c1_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"24b73f62d63d9689e7ec46a825502d43bcdecb65672f1fc47f64c1fee4195763","checkpoints":[{"n":128,"mean":-0.00433535341869451,"se":0.007973836923162014,"early_stop":false},{"n":256,"mean":0.0003434875107528601,"se":0.005819714190138136,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0014869712101561738,"se":0.004365508127685136,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0047611483578864355,"common_minus_gain":0.0014869712101561738,"gradient":0.0016370885738651308,"gradient_se":0.0027042169827216542,"z":0.6053835858310032,"z_status":"finite","curvature":0.006248119568042609,"curvature_se":0.00836327129747344,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r1c2","table":3,"level":2,"bounds":{"row":[14,15],"column":[8,9]},"mass":{"abs_weight":257.45264417103533,"level_share":0.056213582900304135,"table_share":0.0006441685214767693},"plus":{"name":"r1c2_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"44941daeae160e9d0c8ba05824b74227775f6230da9a2d81c09c5855f19a10da","checkpoints":[{"n":128,"mean":-0.005607205601456666,"se":0.006681884430087024,"early_stop":false},{"n":256,"mean":-8.8216232810856e-05,"se":0.005046782145908652,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0023934040150362934,"se":0.003984305804181605,"n":512,"seeds":[64000,64511]},"minus":{"name":"r1c2_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"ddc2c4f0c8ec94ef4469e9b0c0d19810fd8fdcf92524708e363c5d2fb54c7b1e","checkpoints":[{"n":128,"mean":-0.00415019269599215,"se":0.009478395992056608,"early_stop":false},{"n":256,"mean":8.0729258949086e-05,"se":0.006251863246245864,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.005415923149411528,"se":0.0050332828300179815,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":-0.0023934040150362934,"common_minus_gain":-0.005415923149411528,"gradient":0.0015112595671876172,"gradient_se":0.0021246781851040593,"z":0.7112886919924775,"z_status":"finite","curvature":-0.007809327164447821,"curvature_se":0.008022482659086885,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":0.19351981743928828,"gain":0.00014622933777276275}},{"id":"r1c3","table":3,"level":2,"bounds":{"row":[14,15],"column":[10,11]},"mass":{"abs_weight":105.83493845356539,"level_share":0.023108564705809364,"table_share":0.0002648080622505728},"plus":{"name":"r1c3_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"11fd7fdc881093006a9bd85ceca30bdc934926de408225daf58a15a9a18357a9","checkpoints":[{"n":128,"mean":-0.00040324614194453545,"se":0.00646473519588282,"early_stop":false},{"n":256,"mean":0.00671818526931256,"se":0.00464222800955158,"early_stop":false}],"early_stop":false,"gain_vs_base":0.00022652378138443563,"se":0.004136245122078664,"n":512,"seeds":[64000,64511]},"minus":{"name":"r1c3_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"72ad0406bbe551798e13a09167319ce1ec33795f07a7de8485ce12793a638e6a","checkpoints":[{"n":128,"mean":0.012532250564560421,"se":0.012109662772530703,"early_stop":false},{"n":256,"mean":0.014243527719915106,"se":0.006801562711863799,"early_stop":false}],"early_stop":false,"gain_vs_base":0.010079834185175551,"se":0.004651306909499757,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.00022652378138443563,"common_minus_gain":0.010079834185175551,"gradient":-0.004926655201895558,"gradient_se":0.002072402487311818,"z":-2.3772675588158,"z_status":"finite","curvature":0.010306357966559987,"curvature_se":0.007765755022848364,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r1c4","table":3,"level":2,"bounds":{"row":[14,15],"column":[12,13]},"mass":{"abs_weight":32.310094324279284,"level_share":0.007054758251416159,"table_share":8.084261770416697e-05},"plus":{"name":"r1c4_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"94f7d9533a58e8cd1e27d256d2da7d52b0efa17eeae0780eb13f4a9b9a07d3d6","checkpoints":[{"n":128,"mean":0.0063972105729135365,"se":0.005861757990641905,"early_stop":false},{"n":256,"mean":0.005987042270915843,"se":0.004377746066403824,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0038535781879849296,"se":0.003598960062184322,"n":512,"seeds":[64000,64511]},"minus":{"name":"r1c4_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"69bd3697ce3ce4f9fb5d7173c9eb9c4ad37e0e8f96eb62c4a749d5a83a8077fe","checkpoints":[{"n":128,"mean":0.007472820306719363,"se":0.0051161496904514984,"early_stop":false},{"n":256,"mean":0.00369038021873469,"se":0.004289228144604675,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.00035541110053627367,"se":0.0037744901912661424,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0038535781879849296,"common_minus_gain":-0.00035541110053627367,"gradient":0.0021044946442606016,"gradient_se":0.0014825050198846838,"z":1.419553132052328,"z_status":"finite","curvature":0.003498167087448656,"curvature_se":0.006753317327831638,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r1c5","table":3,"level":2,"bounds":{"row":[14,15],"column":[14,25]},"mass":{"abs_weight":26.85783145004787,"level_share":0.005864282107495708,"table_share":6.720058996075385e-05},"plus":{"name":"r1c5_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"182754a927b03a8994f224e262c65a322d76902b81ea931c262bd3fe3835932d","checkpoints":[{"n":128,"mean":0.009028099614637242,"se":0.00580166792955494,"early_stop":false},{"n":256,"mean":0.00874507300352434,"se":0.004285447386174909,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0037698323851392823,"se":0.003559207107145782,"n":512,"seeds":[64000,64511]},"minus":{"name":"r1c5_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"d30ff89fc36bd71d8e92401e29892c3b8d5c2b6da63f230c0101834927b646b7","checkpoints":[{"n":128,"mean":0.00692169383353658,"se":0.0050457503916057165,"early_stop":false},{"n":256,"mean":0.008145818362958357,"se":0.004165009898521052,"early_stop":false}],"early_stop":false,"gain_vs_base":0.005793449841016374,"se":0.0032371483318361385,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0037698323851392823,"common_minus_gain":0.005793449841016374,"gradient":-0.0010118087279385457,"gradient_se":0.001095235893204358,"z":-0.9238272176948771,"z_status":"finite","curvature":0.009563282226155656,"curvature_se":0.0064417390866659974,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r2c0","table":3,"level":2,"bounds":{"row":[16,16],"column":[0,3]},"mass":{"abs_weight":24.942830878646415,"level_share":0.005446150673183888,"table_share":6.240909484646275e-05},"plus":{"name":"r2c0_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"6f986adca55c361e00b0513b189aea612db6cd885ba196c864cf367894e76512","checkpoints":[{"n":128,"mean":-0.0015792389238278304,"se":0.006358059095835097,"early_stop":false},{"n":256,"mean":0.002719682456243655,"se":0.004619491730038101,"early_stop":false}],"early_stop":false,"gain_vs_base":0.000890974104531872,"se":0.003741880448140705,"n":512,"seeds":[64000,64511]},"minus":{"name":"r2c0_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"ef8251caf91f7db5043df6a72414e3f67de8f1b4ca4b82778f885ec4079b41d1","checkpoints":[{"n":128,"mean":-0.0021179945763583063,"se":0.007124919940121965,"early_stop":false},{"n":256,"mean":0.0006421126735856042,"se":0.004565731647872136,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0016040678806250597,"se":0.0036125077004327665,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.000890974104531872,"common_minus_gain":-0.0016040678806250597,"gradient":0.0012475209925784658,"gradient_se":0.001449298210736679,"z":0.8607759143953888,"z_status":"finite","curvature":-0.0007130937760931877,"curvature_se":0.00676031812366469,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":1.749448718250261,"gain":0.0010912370007283452}},{"id":"r2c1","table":3,"level":2,"bounds":{"row":[16,16],"column":[4,7]},"mass":{"abs_weight":122.4631512181547,"level_share":0.026739257331771134,"table_share":0.00030641327188380807},"plus":{"name":"r2c1_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"d9d2c63d9c2091bdc0e96685c77905a307efc0760fe03476b31f43c7886d5b97","checkpoints":[{"n":128,"mean":0.004240727352167628,"se":0.0065141934033544095,"early_stop":false},{"n":256,"mean":0.008264006674851387,"se":0.005111667609622789,"early_stop":false}],"early_stop":false,"gain_vs_base":0.002751050655500853,"se":0.004058854533055237,"n":512,"seeds":[64000,64511]},"minus":{"name":"r2c1_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"84919c76f1b2d823d42903e20c80f4787ab974f8eafcd2a6ccf44bcbd28ae5a9","checkpoints":[{"n":128,"mean":0.0026386478555449067,"se":0.0066846553009098945,"early_stop":false},{"n":256,"mean":0.007704381202146893,"se":0.005113954214212809,"early_stop":false}],"early_stop":false,"gain_vs_base":0.004947421443097899,"se":0.003918410778467507,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.002751050655500853,"common_minus_gain":0.004947421443097899,"gradient":-0.001098185393798523,"gradient_se":0.0016215305102573302,"z":-0.6772523778317594,"z_status":"finite","curvature":0.007698472098598752,"curvature_se":0.007289653044956609,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r2c2","table":3,"level":2,"bounds":{"row":[16,16],"column":[8,9]},"mass":{"abs_weight":128.87367795063122,"level_share":0.02813896591534771,"table_share":0.0003224529577081391},"plus":{"name":"r2c2_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"4fff5f9c0e35e630eb28bb95e544823a50d99bf3fe28a35c82af52a1c6fdf033","checkpoints":[{"n":128,"mean":0.006385169450568107,"se":0.00676483885254419,"early_stop":false},{"n":256,"mean":0.007977441898393556,"se":0.005127267542934718,"early_stop":false}],"early_stop":false,"gain_vs_base":0.004614079923829895,"se":0.00408954957278036,"n":512,"seeds":[64000,64511]},"minus":{"name":"r2c2_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"a2032e572032872140562382fd48cbc1efb2be068fe4dde7bec12ca189015334","checkpoints":[{"n":128,"mean":-0.007859075136754878,"se":0.006854608880897498,"early_stop":false},{"n":256,"mean":-0.003065870683103933,"se":0.004985063651302641,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0037446360627011455,"se":0.003987958852709314,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.004614079923829895,"common_minus_gain":-0.0037446360627011455,"gradient":0.00417935799326552,"gradient_se":0.001691894806733017,"z":2.470223312131147,"z_status":"finite","curvature":0.0008694438611287492,"curvature_se":0.007335286694469456,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r2c3","table":3,"level":2,"bounds":{"row":[16,16],"column":[10,11]},"mass":{"abs_weight":144.5672609853946,"level_share":0.031565586503254375,"table_share":0.00036171964386988795},"plus":{"name":"r2c3_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"4fa55eafd39e27ed7dc689200b97c0445a32ba699cc9bbff9afd398a99a8bb05","checkpoints":[{"n":128,"mean":-1.5876071233655864e-05,"se":0.006256369416714262,"early_stop":false},{"n":256,"mean":0.005482730316874518,"se":0.0047736869206752705,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0016836857611920442,"se":0.004080082545792066,"n":512,"seeds":[64000,64511]},"minus":{"name":"r2c3_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"ac4742c012b972a8e9fabad519dff8e8faa2e75c640291bf141c4bdf4f6b26ce","checkpoints":[{"n":128,"mean":-0.003085609745145046,"se":0.006198196957481169,"early_stop":false},{"n":256,"mean":0.0040824238966492565,"se":0.004899233847931142,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.00046023352096047354,"se":0.004071577235470568,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":-0.0016836857611920442,"common_minus_gain":-0.00046023352096047354,"gradient":-0.0006117261201157853,"gradient_se":0.0016572279090125636,"z":-0.3691261273051296,"z_status":"finite","curvature":-0.0021439192821525177,"curvature_se":0.0074474164755382,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":-0.28533076091447146,"gain":8.72721396619472e-05}},{"id":"r2c4","table":3,"level":2,"bounds":{"row":[16,16],"column":[12,13]},"mass":{"abs_weight":32.13666509714806,"level_share":0.007016890789351174,"table_share":8.040868295402411e-05},"plus":{"name":"r2c4_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"ad67313bfdf451ddefa22d00684a7673136b6871dcdb9f2577e59b76652fe622","checkpoints":[{"n":128,"mean":-0.007202117813240427,"se":0.00625299982194742,"early_stop":false},{"n":256,"mean":-0.0012522016991307616,"se":0.00494066314366121,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0009168628051436922,"se":0.004104203551714653,"n":512,"seeds":[64000,64511]},"minus":{"name":"r2c4_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"f46213e1f1a9194e3632372cbae68f2588e425641ef869b064f22c18112a736e","checkpoints":[{"n":128,"mean":0.004857306843653042,"se":0.00593419787996874,"early_stop":false},{"n":256,"mean":0.00833025872007398,"se":0.004375451727664005,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0049040778148552455,"se":0.0038955089335912,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0009168628051436922,"common_minus_gain":0.0049040778148552455,"gradient":-0.0019936075048557766,"gradient_se":0.0016564400458631953,"z":-1.2035494492146732,"z_status":"finite","curvature":0.005820940619998938,"curvature_se":0.007284488917490023,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r2c5","table":3,"level":2,"bounds":{"row":[16,16],"column":[14,25]},"mass":{"abs_weight":18.887000816311485,"level_share":0.00412388845158066,"table_share":4.725689040851842e-05},"plus":{"name":"r2c5_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"2d0e9b05204cadd00c0b930a6933659817ce2efd358b7424a8038021b4a5de78","checkpoints":[{"n":128,"mean":-0.0004844088444522221,"se":0.004287014963932256,"early_stop":false},{"n":256,"mean":0.0023466578593098752,"se":0.003940279343972121,"early_stop":false}],"early_stop":false,"gain_vs_base":0.002311912029852925,"se":0.0026803434203910843,"n":512,"seeds":[64000,64511]},"minus":{"name":"r2c5_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"2b5f18fcc14f5e32a312123db487ffcb8f9adb591b1d36ad22fd887d489d2036","checkpoints":[{"n":128,"mean":-0.00174706682508452,"se":0.004141990803524169,"early_stop":false},{"n":256,"mean":0.00040678180374986717,"se":0.0031209809170017954,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0008396235173691036,"se":0.002183402590568348,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.002311912029852925,"common_minus_gain":0.0008396235173691036,"gradient":0.0007361442562419107,"gradient_se":0.0009675411194019673,"z":0.7608402800461008,"z_status":"finite","curvature":0.0031515355472220286,"curvature_se":0.0044898142697147566,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r3c0","table":3,"level":2,"bounds":{"row":[17,18],"column":[0,3]},"mass":{"abs_weight":23.303548495470594,"level_share":0.0050882210180413934,"table_share":5.830747020612011e-05},"plus":{"name":"r3c0_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"9a95ef42c31cae2e237c684ff8f7b188ec57af8a78c2ef67a8e835fd9d832943","checkpoints":[{"n":128,"mean":-0.007470780874854199,"se":0.00746480623265805,"early_stop":false},{"n":256,"mean":-0.002560504752382897,"se":0.0044283013069131155,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0016323531078764608,"se":0.0034932436858859848,"n":512,"seeds":[64000,64511]},"minus":{"name":"r3c0_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"c2cf6806dbf8745ebbd13893933765ff6255cc48b0918f8e4cc3de05efaaf541","checkpoints":[{"n":128,"mean":-0.002224904999537536,"se":0.0032673684004403277,"early_stop":false},{"n":256,"mean":0.003261206841946862,"se":0.002727001146794085,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0025113333892644585,"se":0.003100532651519236,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":-0.0016323531078764608,"common_minus_gain":0.0025113333892644585,"gradient":-0.0020718432485704597,"gradient_se":0.0012702446448840982,"z":-1.6310584397381989,"z_status":"finite","curvature":0.0008789802813879977,"curvature_se":0.006097378331119982,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r3c1","table":3,"level":2,"bounds":{"row":[17,18],"column":[4,7]},"mass":{"abs_weight":114.22694523894168,"level_share":0.024940920208113965,"table_share":0.00028580558053423644},"plus":{"name":"r3c1_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"7efbad159f7dc53bda2b7b15449f75bb53dd9319655e396b24edb794b4a28de4","checkpoints":[{"n":128,"mean":0.0028527978636185836,"se":0.0065803323839681875,"early_stop":false},{"n":256,"mean":0.008095520563069725,"se":0.004577123037575972,"early_stop":false}],"early_stop":false,"gain_vs_base":0.002595305418699567,"se":0.0036693026725175028,"n":512,"seeds":[64000,64511]},"minus":{"name":"r3c1_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"093c33c417360436831dbe507457a905e35ff9c08ff449950a865315407b82aa","checkpoints":[{"n":128,"mean":0.0010177485270403963,"se":0.006224011329130532,"early_stop":false},{"n":256,"mean":0.002136138230618645,"se":0.0056942882764808266,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.001838330518436626,"se":0.004174915180210469,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.002595305418699567,"common_minus_gain":-0.001838330518436626,"gradient":0.0022168179685680967,"gradient_se":0.0017768528111204332,"z":1.2476092305981348,"z_status":"finite","curvature":0.0007569749002629411,"curvature_se":0.007011317570859663,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r3c2","table":3,"level":2,"bounds":{"row":[17,18],"column":[8,9]},"mass":{"abs_weight":224.21756366233578,"level_share":0.048956858233949935,"table_share":0.0005610115092760028},"plus":{"name":"r3c2_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"95b976344fb3b9ceb7ba248b21f838bdb489a36b86192166e8a0b97ce9d77056","checkpoints":[{"n":128,"mean":0.001830556377575565,"se":0.007635290885844923,"early_stop":false},{"n":256,"mean":0.007552212863723096,"se":0.005113543576892133,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0011215015761300018,"se":0.004073734965133794,"n":512,"seeds":[64000,64511]},"minus":{"name":"r3c2_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"d3eed54fcfc0d8e7f585b0c7c227ba98412f6e20b464fdd1da05e1f9cce6ceba","checkpoints":[{"n":128,"mean":0.005185014154047263,"se":0.007535678622173955,"early_stop":false},{"n":256,"mean":0.008598456122374198,"se":0.005375826473779417,"early_stop":false}],"early_stop":false,"gain_vs_base":0.002944969058413238,"se":0.004067729401583907,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0011215015761300018,"common_minus_gain":0.002944969058413238,"gradient":-0.0009117337411416182,"gradient_se":0.001700214434915079,"z":-0.5362463242391874,"z_status":"finite","curvature":0.00406647063454324,"curvature_se":0.007397334763450496,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r3c3","table":3,"level":2,"bounds":{"row":[17,18],"column":[10,11]},"mass":{"abs_weight":310.4568830233876,"level_share":0.06778681099585555,"table_share":0.0007767896576218633},"plus":{"name":"r3c3_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"2ec477f0262e736812d8dc363602491b790ccfeaa1d812e94605ba9ca54b3816","checkpoints":[{"n":128,"mean":-0.0020211336805191493,"se":0.006966447837076686,"early_stop":false},{"n":256,"mean":0.00761594818619904,"se":0.0052137180472438295,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0028254437656493048,"se":0.003941663633782062,"n":512,"seeds":[64000,64511]},"minus":{"name":"r3c3_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"bde17f5054c4e2f3526b0122359e3e3747ce4d7000ad4495dfed5ae4fa3849d3","checkpoints":[{"n":128,"mean":-0.00487378193474397,"se":0.012393795548947808,"early_stop":false},{"n":256,"mean":-0.0013544371110492115,"se":0.007346289092760234,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0015115538302004072,"se":0.004708924435698457,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0028254437656493048,"common_minus_gain":-0.0015115538302004072,"gradient":0.002168498797924856,"gradient_se":0.0021277355233091638,"z":1.019158055204293,"z_status":"finite","curvature":0.0013138899354488975,"curvature_se":0.007570490688019449,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r3c4","table":3,"level":2,"bounds":{"row":[17,18],"column":[12,13]},"mass":{"abs_weight":152.76090414593597,"level_share":0.03335463023416518,"table_share":0.0003822208394090868},"plus":{"name":"r3c4_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"f9e9dfb6b03a6e2ce9be3f2b1cff629558e7d8747471709e83a30175f201d41a","checkpoints":[{"n":128,"mean":-0.001082645566314877,"se":0.006298789509619279,"early_stop":false},{"n":256,"mean":0.00663089140576556,"se":0.008862885099488805,"early_stop":false}],"early_stop":false,"gain_vs_base":0.003969567286684739,"se":0.005327170245107688,"n":512,"seeds":[64000,64511]},"minus":{"name":"r3c4_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"4b7ad51afe72a6d492fb2fd2b6b48badb17edae03fa43a2d8f0c2d47d452879d","checkpoints":[{"n":128,"mean":0.0020517791346286174,"se":0.006479826117345009,"early_stop":false},{"n":256,"mean":0.006391236823592994,"se":0.004724526558701275,"early_stop":false}],"early_stop":false,"gain_vs_base":0.004067894856148335,"se":0.0038906848821694327,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.003969567286684739,"common_minus_gain":0.004067894856148335,"gradient":-4.916378473179828e-05,"gradient_se":0.0023403680747072224,"z":-0.0210068601016738,"z_status":"finite","curvature":0.008037462142833074,"curvature_se":0.008069885528616238,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r3c5","table":3,"level":2,"bounds":{"row":[17,18],"column":[14,25]},"mass":{"abs_weight":59.74136919309856,"level_share":0.013044249052198097,"table_share":0.0001494780121137544},"plus":{"name":"r3c5_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"43645999238818b2550e61ef138ae201d4d5ea5304aa49bf9ad85bc26dc75d5a","checkpoints":[{"n":128,"mean":0.0013956722782308972,"se":0.004808717816007803,"early_stop":false},{"n":256,"mean":0.005644132615163278,"se":0.004118928420627602,"early_stop":false}],"early_stop":false,"gain_vs_base":0.002747852441831622,"se":0.003514209796621761,"n":512,"seeds":[64000,64511]},"minus":{"name":"r3c5_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"adca98cddc53711d9fb38393b26b081d840795e8b7fa7e20b01f16d1e385d97f","checkpoints":[{"n":128,"mean":-0.0013797309325682683,"se":0.004318776172550078,"early_stop":false},{"n":256,"mean":0.0027076569648054605,"se":0.004460869140336353,"early_stop":false}],"early_stop":false,"gain_vs_base":0.002343720464259902,"se":0.0037498624918180586,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.002747852441831622,"common_minus_gain":0.002343720464259902,"gradient":0.00020206598878586002,"gradient_se":0.0013407277735429056,"z":0.15071365923292224,"z_status":"finite","curvature":0.005091572906091524,"curvature_se":0.006755151704694376,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r4c0","table":3,"level":2,"bounds":{"row":[19,20],"column":[0,3]},"mass":{"abs_weight":5.21803659218384,"level_share":0.0011393339287542156,"table_share":1.3055973565242202e-05},"plus":{"name":"r4c0_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"6b1c778279de6c28d0701811cd227bcb5c21b68ccc0aeb03454fcf28c8478df3","checkpoints":[{"n":128,"mean":-0.003201489728165363,"se":0.002946366708681784,"early_stop":false},{"n":256,"mean":-0.0023444026185028832,"se":0.0022038293638876973,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.002284259691701651,"se":0.001425807721144341,"n":512,"seeds":[64000,64511]},"minus":{"name":"r4c0_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"78047e0e6428c68cc107510f6acd6a10289fd8fe534c9c54c042301bd7c21f9d","checkpoints":[{"n":128,"mean":-0.0034299293647737095,"se":0.002477874181720129,"early_stop":false},{"n":256,"mean":-0.0018119325570578049,"se":0.0022287971313840155,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0015300799838712242,"se":0.0018846775735535321,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":-0.002284259691701651,"common_minus_gain":-0.0015300799838712242,"gradient":-0.00037708985391521344,"gradient_se":0.0009669985667838004,"z":-0.38995906185197315,"z_status":"finite","curvature":-0.0038143396755728753,"curvature_se":0.002725716330657539,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":-0.09886110991375678,"gain":1.8639760747637203e-05}},{"id":"r4c1","table":3,"level":2,"bounds":{"row":[19,20],"column":[4,7]},"mass":{"abs_weight":29.734255411357662,"level_share":0.006492335850451596,"table_share":7.439764857424524e-05},"plus":{"name":"r4c1_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"299e8e28b1d4f757382c4ee82d20ae70ff3eb47ceff1fcf14d1fc84721c5549d","checkpoints":[{"n":128,"mean":-0.00033518311970404113,"se":0.005936548511556099,"early_stop":false},{"n":256,"mean":0.0017099763609680352,"se":0.004199234541513592,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.0009251893460068272,"se":0.003481044787687842,"n":512,"seeds":[64000,64511]},"minus":{"name":"r4c1_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"7e822c7b94f0f1413aafb6827e3222843b0a7d0dc36b295aa9602b957089fb0d","checkpoints":[{"n":128,"mean":0.0019741144765350604,"se":0.005482123684721502,"early_stop":false},{"n":256,"mean":0.0038675671243764143,"se":0.004032808591164134,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0026830835013101906,"se":0.0035065550227604504,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":-0.0009251893460068272,"common_minus_gain":0.0026830835013101906,"gradient":-0.001804136423658509,"gradient_se":0.0014776235410166759,"z":-1.2209716301739322,"z_status":"finite","curvature":0.0017578941553033633,"curvature_se":0.006331959930953751,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r4c2","table":3,"level":2,"bounds":{"row":[19,20],"column":[8,9]},"mass":{"abs_weight":87.33025149663345,"level_share":0.01906815270053737,"table_share":0.00021850775379649332},"plus":{"name":"r4c2_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"585897f35cc77bed45a573cd4d146f41cf3aae0804498cce62cbe3cc153430b3","checkpoints":[{"n":128,"mean":-0.00627697310491282,"se":0.006565068814400389,"early_stop":false},{"n":256,"mean":0.0018690094410098723,"se":0.0047808382016630594,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0008086169591534631,"se":0.004059991068106264,"n":512,"seeds":[64000,64511]},"minus":{"name":"r4c2_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"a4b20264d1112579eb0ce454756c0602378703067fb31fb7af25119a7ee15216","checkpoints":[{"n":128,"mean":-0.0009297855102188279,"se":0.009019541120128673,"early_stop":false},{"n":256,"mean":0.006691591286202669,"se":0.005832685955489033,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0030433684185150467,"se":0.004424239297979686,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0008086169591534631,"common_minus_gain":0.0030433684185150467,"gradient":-0.0011173757296807918,"gradient_se":0.0018982998291731646,"z":-0.5886192015133263,"z_status":"finite","curvature":0.00385198537766851,"curvature_se":0.007596095886178991,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r4c3","table":3,"level":2,"bounds":{"row":[19,20],"column":[10,11]},"mass":{"abs_weight":294.4604315904418,"level_share":0.06429406050719012,"table_share":0.0007367651688401902},"plus":{"name":"r4c3_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"b1a947b4ee4613dc26e8ca547972cf4904403b4069bf72e565f8df783b397135","checkpoints":[{"n":128,"mean":-0.004973768628694586,"se":0.007666842930081821,"early_stop":false},{"n":256,"mean":-0.002470672409867758,"se":0.005329042070490715,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0015554259520166314,"se":0.00406807020270047,"n":512,"seeds":[64000,64511]},"minus":{"name":"r4c3_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"0fcdd7a2209c76fe61ad736759086713b7a797cc0a31798d2dab86370bce977e","checkpoints":[{"n":128,"mean":-0.005685817520971526,"se":0.006669363234299128,"early_stop":false},{"n":256,"mean":0.0002843194085764278,"se":0.005182915006862283,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0013520688885038101,"se":0.004144800060293891,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0015554259520166314,"common_minus_gain":0.0013520688885038101,"gradient":0.00010167853175641062,"gradient_se":0.001795269990170931,"z":0.05663690270159844,"z_status":"finite","curvature":0.0029074948405204415,"curvature_se":0.007386822596853808,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r4c4","table":3,"level":2,"bounds":{"row":[19,20],"column":[12,13]},"mass":{"abs_weight":200.74294694086828,"level_share":0.043831285267418564,"table_share":0.0005022760117463844},"plus":{"name":"r4c4_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"8ab04c232d6a186b7995ca2f92394df21129b8991f31f206f6b3797a0a0949d6","checkpoints":[{"n":128,"mean":0.004157554173826128,"se":0.005591977062253121,"early_stop":false},{"n":256,"mean":0.005346776197915126,"se":0.004891650104306838,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0014538207674188453,"se":0.0038587579999600037,"n":512,"seeds":[64000,64511]},"minus":{"name":"r4c4_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"ae55046d49ebd59f785e2bc13683f0b4302d1537783c8d3608d0a36041a0f00a","checkpoints":[{"n":128,"mean":-0.0007798910403771231,"se":0.0074323654017975135,"early_stop":false},{"n":256,"mean":-0.0012976469327947715,"se":0.005482419107294486,"early_stop":false}],"early_stop":false,"gain_vs_base":-0.002488289284311662,"se":0.0039932602579589496,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0014538207674188453,"common_minus_gain":-0.002488289284311662,"gradient":0.0019710550258652537,"gradient_se":0.001470387897174995,"z":1.3405000338020825,"z_status":"finite","curvature":-0.001034468516892817,"curvature_se":0.007281766221698181,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":1.905379423035141,"gain":0.001877803843976826}},{"id":"r4c5","table":3,"level":2,"bounds":{"row":[19,20],"column":[14,25]},"mass":{"abs_weight":131.66020100897694,"level_share":0.0287473902158566,"table_share":0.0003294250765781361},"plus":{"name":"r4c5_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"b8a39dc24fa3e9e88ae8beafc0a58a3d3a60c563a86847923a560cf6b3abe86d","checkpoints":[{"n":128,"mean":-0.00043811904146773273,"se":0.007549229096035141,"early_stop":false},{"n":256,"mean":0.003737149315899968,"se":0.005113366097231457,"early_stop":false}],"early_stop":false,"gain_vs_base":0.002877681547192368,"se":0.003897169469659371,"n":512,"seeds":[64000,64511]},"minus":{"name":"r4c5_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"045a357bd76300dedbf7806a1b7f7e2dba98ed1c37734e969fdd064bbb3a8d66","checkpoints":[{"n":128,"mean":0.0063452475396768016,"se":0.005737688833367111,"early_stop":false},{"n":256,"mean":0.0072527175919390174,"se":0.004553319446074466,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0032375625790818097,"se":0.0037857590155778984,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.002877681547192368,"common_minus_gain":0.0032375625790818097,"gradient":-0.00017994051594472094,"gradient_se":0.001533344557452573,"z":-0.11735165137551712,"z_status":"finite","curvature":0.0061152441262741775,"curvature_se":0.007045226772153696,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r5c1","table":3,"level":2,"bounds":{"row":[21,35],"column":[4,7]},"mass":{"abs_weight":4.506067437644882,"level_share":0.000983878787790323,"table_share":1.127456588503309e-05},"plus":{"name":"r5c1_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"fca7129ebcfe5ffbb5845a012feca2af436e8bc43d3cbaf58bf977ef503f1a1b","checkpoints":[{"n":128,"mean":0.0035344940198975827,"se":0.004805191218401846,"early_stop":false},{"n":256,"mean":0.002753973519215025,"se":0.0030782451453997034,"early_stop":false}],"early_stop":false,"gain_vs_base":0.005524628427676981,"se":0.002272229971196489,"n":512,"seeds":[64000,64511]},"minus":{"name":"r5c1_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"5a1be4b3d66ca962721ec320b788519c82c41acbc9bdb993762907b4b5a9f8f0","checkpoints":[{"n":128,"mean":0.0042527379786387876,"se":0.004369532872457587,"early_stop":false},{"n":256,"mean":-0.000674969843379003,"se":0.003156366529893203,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0010630016363052386,"se":0.0020065260757073195,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.005524628427676981,"common_minus_gain":0.0010630016363052386,"gradient":0.002230813395685871,"gradient_se":0.0011468951329553158,"z":1.9450892514797915,"z_status":"finite","curvature":0.006587630063982219,"curvature_se":0.0036217230823197485,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r5c3","table":3,"level":2,"bounds":{"row":[21,35],"column":[10,11]},"mass":{"abs_weight":62.93799641353868,"level_share":0.013742217681870441,"table_share":0.00015747624665095854},"plus":{"name":"r5c3_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"82f1069133ce094f835dd20f91d14d7d5dde9575e1302488d2273be5c321d42b","checkpoints":[{"n":128,"mean":0.007119406561588715,"se":0.0067013004038547095,"early_stop":false},{"n":256,"mean":0.00827338978592218,"se":0.005035888133683297,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0058395939414530584,"se":0.003929571100677442,"n":512,"seeds":[64000,64511]},"minus":{"name":"r5c3_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"2085cf61149b0b1822abc5576571eb61edbc79774352f72e5db57d19ca740f33","checkpoints":[{"n":128,"mean":-0.0014512251537723841,"se":0.007055792300749002,"early_stop":false},{"n":256,"mean":0.003579206852253547,"se":0.008956436859156546,"early_stop":false}],"early_stop":false,"gain_vs_base":0.002444683990966756,"se":0.005394813881061457,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0058395939414530584,"common_minus_gain":0.002444683990966756,"gradient":0.0016974549752431511,"gradient_se":0.002495411503013841,"z":0.680230484308117,"z_status":"finite","curvature":0.008284277932419815,"curvature_se":0.008011415443955594,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r5c4","table":3,"level":2,"bounds":{"row":[21,35],"column":[12,13]},"mass":{"abs_weight":152.10324123318,"level_share":0.03321103260755816,"table_share":0.0003805753105876439},"plus":{"name":"r5c4_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"9dae1433ec3c1a3ffa377bf69189d5ce5b569825cab1437a3f1dfe3c1fa0a066","checkpoints":[{"n":128,"mean":-0.0022319619295609883,"se":0.007570730140668759,"early_stop":false},{"n":256,"mean":0.012007011377098475,"se":0.009082473541734033,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0068725966188680765,"se":0.005383803807218598,"n":512,"seeds":[64000,64511]},"minus":{"name":"r5c4_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"b9f29ace97289665a55842d86e799fd02d1e50eef30f5f4a70aa3668a246b1fd","checkpoints":[{"n":128,"mean":0.0003851647433057437,"se":0.006212709539638153,"early_stop":false},{"n":256,"mean":0.00462915559263255,"se":0.004713096787960939,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0037908131460749894,"se":0.003983403653827794,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0068725966188680765,"common_minus_gain":0.0037908131460749894,"gradient":0.0015408917363965435,"gradient_se":0.002555402956273611,"z":0.6029936423974137,"z_status":"finite","curvature":0.010663409764943066,"curvature_se":0.007974042834859401,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}},{"id":"r5c5","table":3,"level":2,"bounds":{"row":[21,35],"column":[14,25]},"mass":{"abs_weight":409.44335593454934,"level_share":0.08940004522352063,"table_share":0.001024462273712854},"plus":{"name":"r5c5_plus","delta_bps":1,"encoding_feasible":true,"perturbation_sha256":"587ffb38357b3415d0e405b85f2c4b855d81ae7e52df26441ff92567c5a4c731","checkpoints":[{"n":128,"mean":-0.0012768348279528219,"se":0.006528658789011462,"early_stop":false},{"n":256,"mean":0.0032920687407349547,"se":0.004900016805485343,"early_stop":false}],"early_stop":false,"gain_vs_base":0.0010588471834194202,"se":0.003978244615285399,"n":512,"seeds":[64000,64511]},"minus":{"name":"r5c5_minus","delta_bps":-1,"encoding_feasible":true,"perturbation_sha256":"69b76aa2c9d2dbe70f781c9d86ac4f166a2fd3c7392494d923ea5375910c77de","checkpoints":[{"n":128,"mean":-0.000636141577700311,"se":0.0064747063094343724,"early_stop":false},{"n":256,"mean":0.008311101456110581,"se":0.004830536255363811,"early_stop":false}],"early_stop":false,"gain_vs_base":0.003783632032335782,"se":0.0039614613231118015,"n":512,"seeds":[64000,64511]},"common_n":512,"common_seeds":[64000,64511],"common_plus_gain":0.0010588471834194202,"common_minus_gain":0.003783632032335782,"gradient":-0.0013623924244581809,"gradient_se":0.0017318586667678863,"z":-0.7866648997407919,"z_status":"finite","curvature":0.004842479215755202,"curvature_se":0.007144359614442697,"prediction":{"role":"quadratic_prediction_not_tested","step_bps":null,"gain":null}}],"table_use":{"table":3,"level":2,"seeds":[64000,64127],"n":128,"lookups":522558,"table_abs_weight":399666.602119613,"level_abs_weight":4579.900993459757,"level_share_of_table":0.011459303752603966,"level_share_of_all_tables":0.0023363483764232418,"row_bands":[[0,13],[14,15],[16,16],[17,18],[19,20],[21,35]],"column_bands":[[0,3],[4,7],[8,9],[10,11],[12,13],[14,25]],"row_marginals":[2.194974788663897,13.233147985109547,30.14986697102742,47.9984749712983,60.17413559225093,34.077571443334584,56.30865364260207,58.37040689102089,54.42458420633468,68.1512068256263,56.5062676381638,101.29032920936365,176.66896057788688,242.6938608743457,327.81168133652676,515.1322857413699,471.8705869462865,381.8897087485835,502.81750501058673,460.68494489069013,288.4611781497718,164.07161824879054,136.32502369816726,81.728041330891,63.36186093373872,47.96783275134627,37.65611434002404,34.074361807033014,34.96640310698383,13.001847506013815,6.18930828899859,4.464116216247862,2.7527487672563558,2.3620684943930295,0.06931552902857864,0.0],"column_marginals":[70.50613371421392,399.81042418903104,235.1561079342148,127.1671204393619,157.05266357447024,184.4319110295066,224.2211874036508,278.0754776310105,333.925808322235,385.2335540504998,395.63776571520157,536.7019906713796,404.41657321495103,188.8124170280886,145.09832251339077,157.97021321178394,135.24954078060415,82.02958753841747,54.22592821451788,35.42998463287701,19.401323408561815,12.861453117726915,9.091383080650067,5.954911167346518,1.4389712504507213,0.0002396256142737035],"skipped_zero_mass_groups":[{"id":"r5c0","table":3,"level":2,"bounds":{"row":[21,35],"column":[0,3]},"mass":{"abs_weight":0.0,"level_share":0.0,"table_share":0.0}},{"id":"r5c2","table":3,"level":2,"bounds":{"row":[21,35],"column":[8,9]},"mass":{"abs_weight":0.0,"level_share":0.0,"table_share":0.0}}],"profile_sha256":"5292b60875707495f746321189faed2c75d6b535c569c1818f3146cd4550a84a","frozen_groups_sha256":"7404d4cf8175105af122fed9da22737c64b28a431b4b6ec983af55aaeac2d43e","profiling_equal_baseline":true},"harness_result_sha256":"9ad960e6c7e11509b81f2852f7f34d395425adc226141b0bc828ed6f5f344663","implementation_sha256":"4d4894474104eac9148e52b18d679b994ce73c6a889bafa18169c8dacca22855","verification":{"harness_result_hash_verified":true,"implementation_hash_verified":true,"dependency_hash_verified":true,"upstream_bytes_match_pinned_replica":true,"replica_member_sha256":"802962e861d3a922087e897dae86d43b5d36a7e9253b69547086c943da8f7007","qlx5_source_hash_verified":true,"qpl1_bytes_equal_solidity":true,"base_scores_sha256":"d5bb9f1f4db9cf5d2533e45d900c829498759cbc373d3adc4b3e1549eebb34e5","map_script_sha256":"aaf9c6a267021755bf7819f5633d396040ba40fef23c5882a4d802ff82cd3167"},"method":{"banding":"Per-level marginal absolute interpolation-weight quantiles at k/6; boundary after first index reaching target; duplicate boundaries collapsed; zero-mass bands and rectangular groups skipped; full array end bounds retained. Groups frozen before any gains.","seeds":"All seed pairs are inclusive ranges; each probe starts at 64000; no report or fresh engine seeds.","signed_probes":"Exactly +/-1000 millibps per node in one group; no quantization/clipping, other tables, levels, constants or logic changed.","retirement":"Supplied score.py after 128 and 256 paired seeds: retire iff mean+2*SE<0; survivors reach 512.","derivatives":"On shared seed prefix only: gradient=(plus-minus)/2 per seed; curvature=plus+minus per seed; SE=sample stdev/sqrt(n); z=gradient/SE.","prediction":"Only for negative curvature: step=clip(-gradient/curvature,-2,2); gain=gradient*step+0.5*curvature*step^2. Model prediction only, not measured gain.","encoding":"qpl.apply with quantize=False then qpl.encode; flags apply to signed group separately; diagnostic values never clipped.","parallelism":5,"build_flags":["-O3","-std=c++20","-ffp-contract=off"],"units":{"gain_vs_base":"edge","gradient":"edge per bps","curvature":"edge per bps squared"}},"limitations":["Selection-set diagnostic figures; best probe selected among multiple tests and is subject to selection bias and optional stopping.","Bands use baseline visit coefficients through active positive clamps, not objective sensitivity; truncation derivatives and later fee caps are excluded.","Derivatives use only seeds evaluated in both signs; common prefix may be shorter than either final signed sample.","Quadratic predictions are local models without held-out validation or encoding feasibility for the predicted step.","No report seeds 10000..12047, fresh engine seeds, contract, gas/OOG check, promotion or submission.","Per-seed caches/builds are scratch only; output records summary statistics and provenance hashes. No measurements fabricated.","No required inputs were missing and no probe failed. All assigned measurements completed; these diagnostics do not establish a deployable improvement."]}