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A budget-exceeded attempt has no claimed board or geometry."},{"id":"5000-seg-first-Last-s101","status":"generation_budget_exceeded","budgetSeconds":600,"note":"Budget covers the entire specimen command, including generation, validation, and export. Completed specimens are replay-validated. A budget-exceeded attempt has no claimed board or geometry."},{"id":"5000-seg-last-First-s202","status":"generation_budget_exceeded","budgetSeconds":1200,"note":"Budget covers the entire specimen command, including generation, validation, and export. Completed specimens are replay-validated. 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Include both full-walk seeds 101 and 303 to preserve the within-method contrast: four 10000 boards across three configurations.","largestSelected":[{"config":{"id":"tweak-rnd99","family":"tweak survey","picker":"rnd99","segpicker":"Weighted4","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.6593148148148148,"isolatedWallFraction":0.1091875307074474,"interfacePerOpen":1.2626872514183785,"axisBias":0.000841998755467456,"runMean":3.1679010094773425,"log1pRunMax":3.1661741064898714,"densityVariance":0.0002810257075745382,"wallSquare":3.3333333333333335,"openSquare":4.333333333333333,"edgeContrast":0.02491038027994556}},{"config":{"id":"control-rnd99-wanderfull","family":"generation control","picker":"rnd99","segpicker":"Weighted4","lim":"20","wander-full":true,"wander-steps":"8"},"seeds":[101,303],"meanFeatures":{"openFraction":0.9348592592592593,"isolatedWallFraction":0.1042360361676968,"interfacePerOpen":0.19274154166905946,"axisBias":0.00010750207953254013,"runMean":56.04083483646253,"log1pRunMax":5.707110264748875,"densityVariance":0.011502298874325207,"wallSquare":3,"openSquare":235,"edgeContrast":-0.0371446550229159}},{"config":{"id":"seg-last-First","family":"segment interaction","picker":"last","segpicker":"First","lim":"20"},"seeds":[202,303],"meanFeatures":{"openFraction":0.7292407407407407,"isolatedWallFraction":0.18450637394413913,"interfacePerOpen":1.0008682494771337,"axisBias":-0.01431121736594592,"runMean":4.005244763707413,"log1pRunMax":5.6437042959437305,"densityVariance":0.0006509093449439531,"wallSquare":3.3333333333333335,"openSquare":6.333333333333333,"edgeContrast":0.18157308311656137}},{"config":{"id":"seg-2lim10-Last","family":"segment interaction","picker":"2lim10","segpicker":"Last","lim":"20"},"seeds":[101,202],"meanFeatures":{"openFraction":0.7553666666666666,"isolatedWallFraction":0.18661539746787223,"interfacePerOpen":0.878328771503663,"axisBias":-0.002709691868477624,"runMean":4.555101800495466,"log1pRunMax":4.734025170475095,"densityVariance":0.000490357134077284,"wallSquare":4,"openSquare":6,"edgeContrast":0.04507926421404688}},{"config":{"id":"tweak-sz1-23","family":"tweak survey","picker":"sz1-23","segpicker":"Weighted4","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.6413962962962964,"isolatedWallFraction":0.17075563445514708,"interfacePerOpen":1.366257367202327,"axisBias":-0.00012181532252123402,"runMean":2.9277351577490367,"log1pRunMax":3.7693218613632156,"densityVariance":0.00045346711947594166,"wallSquare":4.666666666666667,"openSquare":4,"edgeContrast":0.011056323547627903}},{"config":{"id":"seg-equal23short-Longest","family":"segment interaction","picker":"equal23short","segpicker":"Longest","lim":"20"},"seeds":[101,202],"meanFeatures":{"openFraction":0.6530518518518519,"isolatedWallFraction":0.08808300253021561,"interfacePerOpen":1.3209216873612948,"axisBias":0.004470397594789742,"runMean":3.0285642365367518,"log1pRunMax":3.0104045686929157,"densityVariance":0.00039233991246164575,"wallSquare":3.6666666666666665,"openSquare":4,"edgeContrast":-0.02094482844048066}},{"config":{"id":"seg-first-Last","family":"segment interaction","picker":"first","segpicker":"Last","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.7017,"isolatedWallFraction":0.13915992067337724,"interfacePerOpen":1.0978385350288047,"axisBias":-0.001117677632578627,"runMean":3.643887147922021,"log1pRunMax":5.017265217252485,"densityVariance":0.00047314511876047385,"wallSquare":3.6666666666666665,"openSquare":5.333333333333333,"edgeContrast":-0.04980479375696767}},{"config":{"id":"seg-first-Longest","family":"segment interaction","picker":"first","segpicker":"Longest","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.6350074074074074,"isolatedWallFraction":0.09586436882622659,"interfacePerOpen":1.3542863302872348,"axisBias":0.0003724978303773338,"runMean":2.9538038132969855,"log1pRunMax":3.1104394328430285,"densityVariance":0.0002719977991080579,"wallSquare":4.333333333333333,"openSquare":5,"edgeContrast":-0.06895389570172177}}],"largestScalingDecision":"equal23short/First took 241.7 seconds to export 2000-square seed101. Retain the 2000 specimens; at 5000 use the same tweak picker with Longest segment ordering, a separately measured survey configuration. The 10000 series has its own cost-informed selection.","scaleSelected":[{"config":{"id":"tweak-rnd99","family":"tweak survey","picker":"rnd99","segpicker":"Weighted4","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.6593148148148148,"isolatedWallFraction":0.1091875307074474,"interfacePerOpen":1.2626872514183785,"axisBias":0.000841998755467456,"runMean":3.1679010094773425,"log1pRunMax":3.1661741064898714,"densityVariance":0.0002810257075745382,"wallSquare":3.3333333333333335,"openSquare":4.333333333333333,"edgeContrast":0.02491038027994556}},{"config":{"id":"control-rnd99-wanderfull","family":"generation control","picker":"rnd99","segpicker":"Weighted4","lim":"20","wander-full":true,"wander-steps":"8"},"seeds":[101,303],"meanFeatures":{"openFraction":0.9348592592592593,"isolatedWallFraction":0.1042360361676968,"interfacePerOpen":0.19274154166905946,"axisBias":0.00010750207953254013,"runMean":56.04083483646253,"log1pRunMax":5.707110264748875,"densityVariance":0.011502298874325207,"wallSquare":3,"openSquare":235,"edgeContrast":-0.0371446550229159}},{"config":{"id":"seg-last-First","family":"segment interaction","picker":"last","segpicker":"First","lim":"20"},"seeds":[202,303],"meanFeatures":{"openFraction":0.7292407407407407,"isolatedWallFraction":0.18450637394413913,"interfacePerOpen":1.0008682494771337,"axisBias":-0.01431121736594592,"runMean":4.005244763707413,"log1pRunMax":5.6437042959437305,"densityVariance":0.0006509093449439531,"wallSquare":3.3333333333333335,"openSquare":6.333333333333333,"edgeContrast":0.18157308311656137}},{"config":{"id":"seg-2lim10-Last","family":"segment interaction","picker":"2lim10","segpicker":"Last","lim":"20"},"seeds":[101,202],"meanFeatures":{"openFraction":0.7553666666666666,"isolatedWallFraction":0.18661539746787223,"interfacePerOpen":0.878328771503663,"axisBias":-0.002709691868477624,"runMean":4.555101800495466,"log1pRunMax":4.734025170475095,"densityVariance":0.000490357134077284,"wallSquare":4,"openSquare":6,"edgeContrast":0.04507926421404688}},{"config":{"id":"tweak-sz1-23","family":"tweak survey","picker":"sz1-23","segpicker":"Weighted4","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.6413962962962964,"isolatedWallFraction":0.17075563445514708,"interfacePerOpen":1.366257367202327,"axisBias":-0.00012181532252123402,"runMean":2.9277351577490367,"log1pRunMax":3.7693218613632156,"densityVariance":0.00045346711947594166,"wallSquare":4.666666666666667,"openSquare":4,"edgeContrast":0.011056323547627903}},{"config":{"id":"seg-equal23short-First","family":"segment interaction","picker":"equal23short","segpicker":"First","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.7042481481481482,"isolatedWallFraction":0.13168135210036422,"interfacePerOpen":1.1044070390244605,"axisBias":-0.0008737769353000417,"runMean":3.622099507407439,"log1pRunMax":5.460604614867918,"densityVariance":0.00042599052382104194,"wallSquare":3,"openSquare":5.333333333333333,"edgeContrast":0.1689402576489533}},{"config":{"id":"seg-first-Last","family":"segment interaction","picker":"first","segpicker":"Last","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.7017,"isolatedWallFraction":0.13915992067337724,"interfacePerOpen":1.0978385350288047,"axisBias":-0.001117677632578627,"runMean":3.643887147922021,"log1pRunMax":5.017265217252485,"densityVariance":0.00047314511876047385,"wallSquare":3.6666666666666665,"openSquare":5.333333333333333,"edgeContrast":-0.04980479375696767}},{"config":{"id":"seg-first-Longest","family":"segment interaction","picker":"first","segpicker":"Longest","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.6350074074074074,"isolatedWallFraction":0.09586436882622659,"interfacePerOpen":1.3542863302872348,"axisBias":0.0003724978303773338,"runMean":2.9538038132969855,"log1pRunMax":3.1104394328430285,"densityVariance":0.0002719977991080579,"wallSquare":4.333333333333333,"openSquare":5,"edgeContrast":-0.06895389570172177}}],"scalingDecision":"Unlimited last picker retained at 300/500. The 500-square exports took 51.6 and 122.2 seconds; the 1000-square seed101 attempt was stopped before export after several minutes. For 1000 and above, substitute the farthest measured finite-candidate configuration from the seven retained representatives. No board claimed for the stopped attempt.","method":"Two anchors (rnd99 baseline and full initial slides), then greedy farthest-point coverage of configuration mean vectors. Maximum run length uses log1p; each feature is then scaled by its observed configuration-mean range. Eight configurations; most separated pair of observed seeds per configuration. This is a descriptive coverage heuristic, not a hardness score or proof of independent controls.","features":["openFraction","isolatedWallFraction","interfacePerOpen","axisBias","runMean","log1pRunMax","densityVariance","wallSquare","openSquare","edgeContrast"],"minimum":[0.6350074074074074,0.07317924759466174,0.1682450568672771,-0.01431121736594592,2.9277351577490367,3.0104045686929157,0.0002016843972382722,2.6666666666666665,4,-0.06958150625541933],"maximum":[0.945274074074074,0.23573656418082117,1.366257367202327,0.004470397594789742,61.0153381984778,5.707110264748875,0.011502298874325207,4.666666666666667,238.66666666666666,0.22308992939427721],"selected":[{"config":{"id":"tweak-rnd99","family":"tweak survey","picker":"rnd99","segpicker":"Weighted4","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.6593148148148148,"isolatedWallFraction":0.1091875307074474,"interfacePerOpen":1.2626872514183785,"axisBias":0.000841998755467456,"runMean":3.1679010094773425,"log1pRunMax":3.1661741064898714,"densityVariance":0.0002810257075745382,"wallSquare":3.3333333333333335,"openSquare":4.333333333333333,"edgeContrast":0.02491038027994556}},{"config":{"id":"control-rnd99-wanderfull","family":"generation control","picker":"rnd99","segpicker":"Weighted4","lim":"20","wander-full":true,"wander-steps":"8"},"seeds":[101,303],"meanFeatures":{"openFraction":0.9348592592592593,"isolatedWallFraction":0.1042360361676968,"interfacePerOpen":0.19274154166905946,"axisBias":0.00010750207953254013,"runMean":56.04083483646253,"log1pRunMax":5.707110264748875,"densityVariance":0.011502298874325207,"wallSquare":3,"openSquare":235,"edgeContrast":-0.0371446550229159}},{"config":{"id":"seg-last-First","family":"segment interaction","picker":"last","segpicker":"First","lim":"20"},"seeds":[202,303],"meanFeatures":{"openFraction":0.7292407407407407,"isolatedWallFraction":0.18450637394413913,"interfacePerOpen":1.0008682494771337,"axisBias":-0.01431121736594592,"runMean":4.005244763707413,"log1pRunMax":5.6437042959437305,"densityVariance":0.0006509093449439531,"wallSquare":3.3333333333333335,"openSquare":6.333333333333333,"edgeContrast":0.18157308311656137}},{"config":{"id":"control-last-unlimited","family":"generation control","picker":"last","segpicker":"Weighted4","lim":"none"},"seeds":[101,202],"meanFeatures":{"openFraction":0.7130222222222222,"isolatedWallFraction":0.23274243697620398,"interfacePerOpen":1.0987820377380504,"axisBias":0.0019336479284308033,"runMean":3.646244922962519,"log1pRunMax":5.233103744452025,"densityVariance":0.0013345723964549873,"wallSquare":3.3333333333333335,"openSquare":24,"edgeContrast":0.049798290598290586}},{"config":{"id":"tweak-sz1-23","family":"tweak survey","picker":"sz1-23","segpicker":"Weighted4","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.6413962962962964,"isolatedWallFraction":0.17075563445514708,"interfacePerOpen":1.366257367202327,"axisBias":-0.00012181532252123402,"runMean":2.9277351577490367,"log1pRunMax":3.7693218613632156,"densityVariance":0.00045346711947594166,"wallSquare":4.666666666666667,"openSquare":4,"edgeContrast":0.011056323547627903}},{"config":{"id":"seg-equal23short-First","family":"segment interaction","picker":"equal23short","segpicker":"First","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.7042481481481482,"isolatedWallFraction":0.13168135210036422,"interfacePerOpen":1.1044070390244605,"axisBias":-0.0008737769353000417,"runMean":3.622099507407439,"log1pRunMax":5.460604614867918,"densityVariance":0.00042599052382104194,"wallSquare":3,"openSquare":5.333333333333333,"edgeContrast":0.1689402576489533}},{"config":{"id":"seg-first-Last","family":"segment interaction","picker":"first","segpicker":"Last","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.7017,"isolatedWallFraction":0.13915992067337724,"interfacePerOpen":1.0978385350288047,"axisBias":-0.001117677632578627,"runMean":3.643887147922021,"log1pRunMax":5.017265217252485,"densityVariance":0.00047314511876047385,"wallSquare":3.6666666666666665,"openSquare":5.333333333333333,"edgeContrast":-0.04980479375696767}},{"config":{"id":"seg-first-Longest","family":"segment interaction","picker":"first","segpicker":"Longest","lim":"20"},"seeds":[101,303],"meanFeatures":{"openFraction":0.6350074074074074,"isolatedWallFraction":0.09586436882622659,"interfacePerOpen":1.3542863302872348,"axisBias":0.0003724978303773338,"runMean":2.9538038132969855,"log1pRunMax":3.1104394328430285,"densityVariance":0.0002719977991080579,"wallSquare":4.333333333333333,"openSquare":5,"edgeContrast":-0.06895389570172177}}],"repairPolicy":"Representative choices and meanFeatures describe the original survey. Full-slide specimens were regenerated with eight initial segments under bounded-initial-walk-v1; current geometry is in each stats.json, and before/after values are in repairs/. Choices are frozen unless --reselect is explicitly requested."}}