{"id":"W4200058308","doi":"10.1111/evo.14416","title":"In Memoriam: Barry Sinervo 1961–2021","year":2021,"lang":"en","type":"article","venue":"Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Sorrow; Art history; Sociology; Biology; History; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003283693,0.001503949,0.001290272,0.001034448,0.004748493,0.005580198,0.001814532,0.004608433,0.01861404],"category_scores_gemma":[0.02239961,0.0004613206,0.0008752409,0.0005980389,0.002939634,0.003754541,0.003462461,0.01593651,0.01927725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003172933,"about_ca_system_score_gemma":0.003611631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003969267,"about_ca_topic_score_gemma":0.006090806,"domain_scores_codex":[0.9975858,0.0004920597,0.0001698819,0.0006455323,0.0008815234,0.0002251052],"domain_scores_gemma":[0.9919868,0.002054157,0.0006208676,0.0002980895,0.003340649,0.001699473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002415367,0.000004775215,0.00006752148,0.00003575411,0.000003934407,0.0001340893,0.0001689352,0.000009051391,0.00006044597,0.0004943396,0.9944923,0.004504629],"study_design_scores_gemma":[0.000006186053,0.00001220899,0.000168882,0.0001489953,0.000004874822,0.0002937906,0.0002546559,0.00001780845,0.0001145358,0.0005579503,0.99841,0.00001002676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004902977,0.01751641,0.0005495176,0.4044393,0.5691187,0.00002892794,0.000278619,0.0001657464,0.007412495],"genre_scores_gemma":[0.01334103,0.0213813,0.001165797,0.3504425,0.4489995,0.0001897243,0.0005023851,0.0006472986,0.1633303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01861404,"threshold_uncertainty_score":0.0622701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478673887271356,"score_gpt":0.2216030450081106,"score_spread":0.2068163061353971,"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."}}