{"id":"W4292678034","doi":"10.1111/brv.12891","title":"A synthesis of deimatic behaviour","year":2022,"lang":"en","type":"review","venue":"Biological reviews/Biological reviews of the Cambridge Philosophical Society","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Carleton University","funders":"Australian Research Council; Biotechnology and Biological Sciences Research Council; National Research Foundation of Korea; Academy of Finland; University of South Alabama","keywords":"Causation; Proximate and ultimate causation; Value (mathematics); Field (mathematics); Psychology; Cognitive psychology; Epistemology; Cognitive science; Computer science; Philosophy","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003789339,0.001132146,0.006236579,0.00004197166,0.0003633288,0.00001297029,0.002608181,0.001861969,0.0006813941],"category_scores_gemma":[0.005473382,0.0005421718,0.009592458,0.0006248254,0.001398195,0.000006839221,0.002016677,0.001423208,0.000055797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009733811,"about_ca_system_score_gemma":0.0001808596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004374489,"about_ca_topic_score_gemma":5.424488e-7,"domain_scores_codex":[0.9903421,0.003904197,0.003401152,0.001274519,0.0003260632,0.000752],"domain_scores_gemma":[0.9943945,0.0007358362,0.002938198,0.001621961,0.00008345155,0.0002260457],"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":[0.00008888138,0.001876539,0.0008615482,0.01718142,0.0005225873,0.000007115483,0.00001139276,2.877507e-7,0.001977333,0.001871496,0.01070858,0.9648928],"study_design_scores_gemma":[0.0001476628,0.0007035348,0.0001222789,0.002688731,0.001216644,0.00005346794,0.000004554687,4.963993e-7,0.0001927186,0.0002289494,0.9939582,0.0006827583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001622394,0.9933382,0.00001865676,0.0001585714,0.0004667082,0.003663371,0.0003999683,0.00002325735,0.0003088641],"genre_scores_gemma":[0.002044376,0.9937442,0.0005133706,0.0006175843,0.0005491903,0.00197276,0.000413728,0.00004857048,0.00009621255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9832496,"threshold_uncertainty_score":0.999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516750070109511,"score_gpt":0.3480930357767321,"score_spread":0.196418028765781,"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."}}