{"id":"W2109893252","doi":"10.1098/rstb.2011.0280","title":"The evolution of female ornaments and weaponry: social selection, sexual selection and ecological competition","year":2012,"lang":"en","type":"review","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":473,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Royal Society; National Science Foundation","keywords":"Ornaments; Sexual selection; Competition (biology); Selection (genetic algorithm); Ecology; Mate choice; Biology; Zoology; Geography; Computer science; Artificial intelligence; Mating; Archaeology","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":[0.0004753497,0.0007842761,0.001266843,0.001637368,0.000280447,0.0009688658,0.0009724119,0.001346403,0.00172539],"category_scores_gemma":[0.0007830838,0.0002604515,0.0002919326,0.002351977,0.001226336,0.001440097,0.0006287147,0.0009818288,0.000793467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006617845,"about_ca_system_score_gemma":0.0007420516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413499,"about_ca_topic_score_gemma":0.001496001,"domain_scores_codex":[0.9998369,0.00002699893,0.00002005795,0.0000490074,0.0000505351,0.00001647188],"domain_scores_gemma":[0.9996285,0.000200581,0.00006349069,0.00001171346,0.00006090109,0.00003477072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005836572,0.00004005698,0.0008790946,0.01053574,0.00009245412,0.0001774918,0.0001147344,0.00063658,0.001273198,0.00765856,0.009058828,0.9694749],"study_design_scores_gemma":[0.0000205008,0.0001414219,0.01255676,0.004940962,0.0002000152,0.003045483,0.000249613,0.0002989583,0.0007444946,0.01287397,0.9648712,0.00005647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003283783,0.99856,0.0001482095,0.0002055678,0.00007446833,0.000001366866,0.000008103811,0.000003521221,0.0006704947],"genre_scores_gemma":[0.002543282,0.9966008,0.0001363023,0.0001315842,0.0001395401,0.000004024144,0.00001758383,0.000001342046,0.0004254866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00172539,"threshold_uncertainty_score":0.005771935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08957681374432927,"score_gpt":0.297638735285333,"score_spread":0.2080619215410038,"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."}}