{"id":"W1921367233","doi":"10.37236/717","title":"Genetic Algorithms Applied to Problems of Forbidden Configurations","year":2011,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Simple (philosophy); Matrix (chemical analysis); Combinatorics; Mathematics; Permutation (music); Algorithm; SIMPLE algorithm; Column (typography); Discrete mathematics; Geometry; Connection (principal bundle); Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00187378,0.001440729,0.00159858,0.001812997,0.001568584,0.001803256,0.001880611,0.002388545,0.003065456],"category_scores_gemma":[0.008703651,0.0009652458,0.001243063,0.001898167,0.002816501,0.001420112,0.002154277,0.002241599,0.0004489982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002459495,"about_ca_system_score_gemma":0.00207204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006541824,"about_ca_topic_score_gemma":0.006461536,"domain_scores_codex":[0.9986785,0.0006228645,0.00007347714,0.0002459403,0.0002318407,0.0001474737],"domain_scores_gemma":[0.9957021,0.003457323,0.0002251242,0.0002338304,0.0002775081,0.0001040152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005913375,0.00005789971,0.0006947067,0.0001148401,0.00007932304,0.0001543206,0.0001856043,0.8760766,0.0005935138,0.08234592,0.001339353,0.03829873],"study_design_scores_gemma":[0.00005041653,0.00002585011,0.00009773694,0.00002450868,0.00002150721,0.00003496756,0.00005189062,0.8572143,0.0003921335,0.1404641,0.001609444,0.00001324807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04002654,0.0008561888,0.947745,0.0008970171,0.0001061341,0.0001650324,0.00008375744,0.00054464,0.0095757],"genre_scores_gemma":[0.3472473,0.0009750262,0.6432558,0.000357466,0.0001569397,0.0007504856,0.000304068,0.0002348701,0.006718099],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006541824,"threshold_uncertainty_score":0.01784497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169907123761127,"score_gpt":0.187653957017965,"score_spread":0.1759548857803538,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}