{"id":"W2133519015","doi":"10.1242/jeb.004275","title":"Morphological predictors of swimming speed: a case study of pre-settlement juvenile coral reef fishes","year":2007,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Juvenile; Coral reef fish; Biology; Range (aeronautics); Coral reef; Reef; Ecology; Habitat; Coral; Fishery; Ecomorphology; Acropora; Temperate climate; Larva","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":[0.001258646,0.0005756494,0.00048438,0.0007540409,0.0006451234,0.0005624198,0.000540364,0.0007003687,0.0006061407],"category_scores_gemma":[0.004575156,0.0002635746,0.001075604,0.001019337,0.0005326193,0.0005304926,0.0007081007,0.0006230209,0.0001982606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006008146,"about_ca_system_score_gemma":0.0005126096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03923899,"about_ca_topic_score_gemma":0.06090609,"domain_scores_codex":[0.9996399,0.0001476279,0.00003466028,0.00008013585,0.0000482629,0.0000494382],"domain_scores_gemma":[0.997094,0.001846377,0.0004143143,0.000256719,0.0002633464,0.0001251437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007288511,0.00005502171,0.986463,0.00003274726,0.00009493354,0.001445452,0.0007465107,0.003733722,0.0007450847,0.00009504252,0.0001837728,0.006331874],"study_design_scores_gemma":[0.000005117895,0.0001736119,0.9822857,0.00001773967,0.00004454504,0.0007180591,0.001352991,0.01472977,0.0002222251,0.0001379001,0.000289317,0.00002305894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994903,0.00004172984,0.0002640767,0.0000267312,6.787965e-7,0.000004798161,0.00007111956,0.000004442709,0.00009620421],"genre_scores_gemma":[0.9984381,0.0001058175,0.001055566,0.00001260103,0.000003075531,0.00001074156,0.0002203545,0.000006183077,0.0001475632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03923899,"threshold_uncertainty_score":0.07802117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555840870822451,"score_gpt":0.2963975904822201,"score_spread":0.2708391817739956,"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."}}