{"id":"W1971856119","doi":"10.1093/beheco/arp112","title":"Mate choice based on complex visual signals in the brook stickleback, Culaea inconstans","year":2009,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Mate choice; Stickleback; Mating preferences; Courtship; Mating; Sexual selection; Assortative mating; Evolutionary biology; Zoology; Ecology; Reproductive isolation; Demography; Fish <Actinopterygii>","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":[],"category_scores_codex":[0.0002869372,0.0001609213,0.0002015031,0.00002553953,0.0001966376,0.00004101194,0.0002549457,0.0001488686,0.001065991],"category_scores_gemma":[0.00002048786,0.00005773763,0.00008617836,0.0002771559,0.0001098509,0.00006575586,0.00001936034,0.0002193676,0.00009956335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005251449,"about_ca_system_score_gemma":0.00001230897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003363857,"about_ca_topic_score_gemma":0.001737583,"domain_scores_codex":[0.998629,0.0002238867,0.0002476113,0.0003682933,0.0001843642,0.0003468013],"domain_scores_gemma":[0.999616,0.0001344925,0.00007500403,0.00007855218,0.00004092946,0.00005497942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001656938,0.002727411,0.3118529,0.000002435336,0.000001927744,0.00008095432,0.00009408181,0.0001339621,0.6161003,0.0002475884,0.001358916,0.06723382],"study_design_scores_gemma":[0.0002151392,0.002319959,0.99408,0.000005061103,0.000020824,0.00001201607,0.0002023346,0.0001293181,0.0007533693,0.00007969709,0.002027583,0.0001546704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953965,0.000008872711,0.000001685913,0.003380798,0.0001148782,0.0003722392,0.00002065424,0.00004923365,0.0006551406],"genre_scores_gemma":[0.9978374,0.000002379754,0.00003177939,0.001745281,0.0001604553,0.00002571848,0.00008090495,9.854361e-7,0.0001151569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6822271,"threshold_uncertainty_score":0.9998472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05578055719572074,"score_gpt":0.3219662112423465,"score_spread":0.2661856540466258,"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."}}