{"id":"W2029140187","doi":"10.1046/j.1461-0248.2001.00265.x","title":"Protandrous arrival timing to breeding areas: a review","year":2001,"lang":"en","type":"review","venue":"Ecology Letters","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":528,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Biology; Mating; Ecology; Selection (genetic algorithm); Territoriality; Sexual selection; Demography; Fish <Actinopterygii>; Taxon; Fishery","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":[],"consensus_categories":[],"category_scores_codex":[0.000335232,0.0003337894,0.001095698,0.0000299059,0.0002038109,0.00002928548,0.0003568635,0.000232698,0.0008114544],"category_scores_gemma":[0.0000760796,0.0001200134,0.0004205586,0.0004659862,0.00005002733,0.00005629533,0.0001157542,0.0003657165,0.0006868631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409888,"about_ca_system_score_gemma":0.00001300671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003058014,"about_ca_topic_score_gemma":0.00006543845,"domain_scores_codex":[0.9981108,0.0001568142,0.0004509317,0.0006969251,0.0001496239,0.0004349242],"domain_scores_gemma":[0.9994246,0.00009172301,0.0002218665,0.0001017647,0.00003106799,0.0001289479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002106267,0.0000281191,0.0001831332,0.001596198,0.00002721585,0.00006089344,0.000004593389,5.819474e-8,0.0002223672,0.000001692568,0.01479924,0.9830744],"study_design_scores_gemma":[0.00001893826,0.0001873106,0.000924369,0.006712565,0.0004131217,0.0004365539,0.000005097108,4.323656e-8,6.227433e-7,0.000001162262,0.9909927,0.0003075141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00180288,0.989989,0.000001075386,0.005372024,0.0005826859,0.001881026,0.00001388094,0.0001066515,0.0002508112],"genre_scores_gemma":[0.00002155134,0.9952942,0.00004625262,0.002647063,0.001157279,0.0003125853,0.00008862138,0.000003619926,0.0004288901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827669,"threshold_uncertainty_score":0.8884857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08205045902655782,"score_gpt":0.3109786152747641,"score_spread":0.2289281562482062,"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."}}