{"id":"W3158698524","doi":"10.1093/icb/icab060","title":"A Tail of Four Fishes: An Analysis of Kinematics and Material Properties of Elongate Fishes","year":2021,"lang":"en","type":"article","venue":"Integrative and Comparative Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Science Foundation","keywords":"Kinematics; Morphology (biology); Biology; Body plan; Ecological niche; Stiffness; Principal component analysis; Anatomy; Ecology; Habitat; Zoology; Fishery; Mathematics; Materials science; Statistics; Physics","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":[0.0002055383,0.0002910894,0.0002457223,0.001822026,0.000350295,0.0002626054,0.0001354486,0.0002300195,0.0009681318],"category_scores_gemma":[0.0004497249,0.0002003553,0.0004199473,0.0007755872,0.0003279599,0.0002757885,0.0004849797,0.0001532543,0.000256822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003819,"about_ca_system_score_gemma":0.0001943152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006345394,"about_ca_topic_score_gemma":0.007530109,"domain_scores_codex":[0.9999057,0.000008267129,0.00001161108,0.00003676416,0.00001893775,0.00001878201],"domain_scores_gemma":[0.9996787,0.00005415646,0.0001057069,0.00002880661,0.00007037616,0.00006220277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005538817,0.00004934345,0.8678021,0.00007079686,0.00008908017,0.0002648165,0.0005590917,0.0008179611,0.1143844,0.00006455115,0.00006742238,0.0152766],"study_design_scores_gemma":[0.000002108387,0.00009964126,0.9979544,0.00000270325,0.00001655564,0.0001200452,0.0002422402,0.0005231667,0.0009345459,0.00001532817,0.00008198901,0.000007393529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994724,0.00002279966,0.0002433831,0.000002633291,5.579057e-7,0.000004983873,0.0001091678,0.000003786381,0.0001402405],"genre_scores_gemma":[0.9978279,0.00004291481,0.001094804,0.000008308132,0.000001884905,0.0000195875,0.0004979713,0.000005482936,0.0005011234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006345394,"threshold_uncertainty_score":0.01261693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647828312927436,"score_gpt":0.2709689750648723,"score_spread":0.214490691935598,"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."}}