{"id":"W1975782471","doi":"10.1086/505161","title":"Gaping Displays Reveal and Amplify a Mechanically Based Index of Weapon Performance","year":2006,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"U.S. Fish and Wildlife Service","keywords":"Bite force quotient; Biology; Dominance (genetics); Adductor muscles; Index (typography); Zoology; Anatomy; Ecology; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001722128,0.00009086092,0.0001530545,0.00001539136,0.00009572248,0.000007581753,0.0001924479,0.00003505734,0.0001148391],"category_scores_gemma":[0.00001805657,0.00005450743,0.00003142698,0.0001773937,0.000963129,0.00003999471,0.0001040864,0.0001447477,0.00002675679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003582677,"about_ca_system_score_gemma":0.000007658015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632125,"about_ca_topic_score_gemma":0.0002419136,"domain_scores_codex":[0.9992963,0.000067146,0.0001460789,0.0001785799,0.0001374839,0.0001743927],"domain_scores_gemma":[0.9995006,0.00009375466,0.000164914,0.0002028962,0.00000485569,0.00003294142],"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":[0.0005865131,0.0001295147,0.4738818,0.00004980042,0.00002619048,0.000009622436,0.0001937116,0.0009571064,0.4804072,0.001424712,0.008514381,0.03381944],"study_design_scores_gemma":[0.0002178715,0.0001292671,0.9900984,0.00001674181,0.00001127493,0.0000175404,0.000053874,0.003667798,0.003009986,0.0001451405,0.002480808,0.0001513052],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966707,0.00003612679,0.000124411,0.0006443785,0.00003386025,0.00008751226,0.000006643035,0.0000159506,0.002380422],"genre_scores_gemma":[0.9984828,0.00002110012,0.0003693472,0.0006843896,0.00003369838,0.000003379325,0.000006223306,0.000006670402,0.0003923925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5162166,"threshold_uncertainty_score":0.3979004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004936647346487881,"score_gpt":0.2089791702336586,"score_spread":0.2040425228871708,"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."}}