{"id":"W2923650038","doi":"10.1002/ecy.2706","title":"Statistical modeling of patterns in annual reproductive rates","year":2019,"lang":"en","type":"article","venue":"Ecology","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ecology; Geography; Biology; Environmental science","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":[0.005778038,0.0005440411,0.0007168548,0.001445244,0.0004250748,0.001267939,0.002681391,0.001034227,0.002781582],"category_scores_gemma":[0.014214,0.0005910903,0.0016888,0.001806164,0.0009376152,0.001272255,0.0007984902,0.00114702,0.0009624027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029903,"about_ca_system_score_gemma":0.0009261355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008791657,"about_ca_topic_score_gemma":0.006733706,"domain_scores_codex":[0.9984049,0.0006443742,0.0001052303,0.0005532748,0.0001728958,0.0001192693],"domain_scores_gemma":[0.9939336,0.003944644,0.0009650554,0.0006423424,0.0003850641,0.0001292258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001191164,0.00009456427,0.04498257,0.0001910737,0.0004404264,0.0002821402,0.0006099411,0.7928232,0.005507628,0.09983316,0.004244336,0.05087193],"study_design_scores_gemma":[0.0000118493,0.00003322581,0.008291869,0.00001253345,0.00002945367,0.00007886753,0.00003215807,0.9440848,0.0003706534,0.04488504,0.00213841,0.00003111474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1186827,0.0003245506,0.8748638,0.000396727,0.00004210238,0.00009509841,0.002526403,0.001515673,0.001552962],"genre_scores_gemma":[0.7486008,0.0006675394,0.2378595,0.0002229123,0.00009573889,0.0009178163,0.004235337,0.0006325303,0.006767795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008791657,"threshold_uncertainty_score":0.03055757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008232462101515322,"score_gpt":0.2535761220697283,"score_spread":0.245343659968213,"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."}}