{"id":"W2018535136","doi":"10.1145/2597453.2597455","title":"DEAP","year":2014,"lang":"en","type":"article","venue":"ACM SIGEVOlution","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Python (programming language); Executable; Computer science; Programming language; Evolutionary algorithm; Evolutionary computation; Computation; Software engineering; Theoretical computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001289016,0.001199662,0.0008966304,0.001103182,0.001175924,0.003512152,0.003792254,0.001317556,0.1141784],"category_scores_gemma":[0.005555233,0.0007768743,0.001543967,0.001144411,0.0005997013,0.004128597,0.005134868,0.002374407,0.07133634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007682245,"about_ca_system_score_gemma":0.001728388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002570036,"about_ca_topic_score_gemma":0.003048359,"domain_scores_codex":[0.9988319,0.000148889,0.00009418344,0.0002998283,0.0004657639,0.0001594139],"domain_scores_gemma":[0.9986786,0.0003201533,0.00005100312,0.000431788,0.0003988353,0.0001196013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004714103,0.0001806796,0.001803289,0.001264799,0.0001259962,0.0003427662,0.0003625605,0.01302726,0.005727239,0.07424439,0.7030907,0.1993588],"study_design_scores_gemma":[0.00008846058,0.00004221049,0.0005833267,0.0001222056,0.00002856034,0.0002890795,0.0000869803,0.02366646,0.005972117,0.038576,0.9304771,0.00006738935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.005315547,0.0009591894,0.5042083,0.001278301,0.001211015,0.0007162017,0.04998779,0.2793569,0.1569667],"genre_scores_gemma":[0.08738833,0.002317001,0.4465979,0.002939393,0.0002995874,0.002677313,0.1870902,0.1055515,0.1651387],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1141784,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217340008085344,"score_gpt":0.2369747470227567,"score_spread":0.2248013469419033,"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."}}