{"id":"W4318619329","doi":"10.1242/jeb.244993","title":"When gills became gills","year":2023,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gill; Biology; Fish <Actinopterygii>; Fishery; Zoology","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":[0.0007933597,0.0004810503,0.0004676605,0.000707339,0.002138958,0.005689817,0.0007065937,0.003021718,0.05558474],"category_scores_gemma":[0.003479738,0.0005601288,0.0008164354,0.000418627,0.002859652,0.005164369,0.00237521,0.004298862,0.02435228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732494,"about_ca_system_score_gemma":0.00145303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006236919,"about_ca_topic_score_gemma":0.008044306,"domain_scores_codex":[0.9984285,0.0001527035,0.0000745123,0.0004307786,0.0005739145,0.0003394871],"domain_scores_gemma":[0.9988702,0.00009400856,0.0001313797,0.0001219642,0.0005048034,0.0002776796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008594242,0.0001306093,0.02061344,0.001475111,0.0001499767,0.006169426,0.01354117,0.0002621528,0.1246223,0.1315768,0.4478543,0.2527454],"study_design_scores_gemma":[0.00001721707,0.0001000527,0.01235662,0.0003231525,0.0000328756,0.001921382,0.003546521,0.0000687141,0.01025489,0.005202135,0.9661204,0.00005592349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1167352,0.02618846,0.02007139,0.08586557,0.03634667,0.0002618506,0.004519904,0.003310727,0.7067003],"genre_scores_gemma":[0.3530898,0.009479591,0.01190869,0.04260527,0.002049269,0.0001622826,0.00224642,0.0020908,0.5763679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05558474,"threshold_uncertainty_score":0.1859494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509246667892456,"score_gpt":0.2814367063703148,"score_spread":0.2663442396913903,"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."}}