{"id":"W2272670119","doi":"10.1007/s11016-016-0053-1","title":"Sexual selection re-examined","year":2016,"lang":"en","type":"article","venue":"Metascience","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Philosophy of biology; Philosophy of technology; Philosophy of science; Philosophy; Selection (genetic algorithm); Epistemology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004813365,0.00008569832,0.00009081433,0.0001039023,0.0001871412,0.000009159963,0.000248769,0.0000709341,0.01136862],"category_scores_gemma":[0.00004085923,0.00005658052,0.00002784196,0.0002548536,0.0003196819,0.0001713362,0.00002307953,0.00007335773,0.003277745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003421205,"about_ca_system_score_gemma":0.00001936977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001861654,"about_ca_topic_score_gemma":0.00003473919,"domain_scores_codex":[0.9989009,0.0001188847,0.0001427304,0.0004054418,0.0001443683,0.0002876647],"domain_scores_gemma":[0.9994905,0.00007786891,0.00005207412,0.0002754185,0.0000402511,0.00006391513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002168227,0.0008604574,0.2931094,0.000004240534,0.00006275302,0.00004964818,0.002247359,0.00000139414,0.2895716,0.1556177,0.1487122,0.1095463],"study_design_scores_gemma":[0.0004670231,0.0002532678,0.9621347,0.000003243706,0.00001976115,0.00005890965,0.0001045423,0.000002580413,0.0005297887,0.0009364347,0.03535024,0.000139488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95634,0.00009433633,0.005350934,0.00094675,0.001352283,0.0001040625,0.000006332332,0.0001334291,0.03567193],"genre_scores_gemma":[0.9114398,0.000001219116,0.0004947579,0.0002550631,0.000111931,0.00003414518,8.854471e-7,0.000006244132,0.08765593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6690253,"threshold_uncertainty_score":0.9974983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686041037088364,"score_gpt":0.362894043169165,"score_spread":0.2942899394603286,"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."}}