{"id":"W4394610681","doi":"10.3390/fishes9040130","title":"The Relationship between Mean Length at Maturity and Maximum Length in Coral Reef Fish","year":2024,"lang":"en","type":"article","venue":"Fishes","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coral; Fishery; Reef; Maturity (psychological); Coral reef; Fish <Actinopterygii>; Coral reef fish; Biology; Mathematics; Animal science; Ecology; Psychology","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":[0.000891649,0.0001668033,0.0002337589,0.001054752,0.0003559371,0.0004152873,0.0003285886,0.0003446708,0.001095457],"category_scores_gemma":[0.00678352,0.00025676,0.0003201435,0.0006546323,0.0004819205,0.0005924292,0.0008005495,0.0004762625,0.0001784159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939926,"about_ca_system_score_gemma":0.0002517754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002013522,"about_ca_topic_score_gemma":0.002896479,"domain_scores_codex":[0.9995608,0.00009573505,0.00005254069,0.0001568055,0.00007224015,0.0000619334],"domain_scores_gemma":[0.9948026,0.002285816,0.001859424,0.0004027571,0.0002744852,0.000375008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006575989,0.000004882311,0.9934441,0.0000184228,0.0000310807,0.00002795832,0.0001133333,0.0004456363,0.002620652,0.00009673584,0.00002634469,0.003105211],"study_design_scores_gemma":[0.00000135828,0.00003597484,0.9987689,0.000002194467,0.000007651412,0.0001002022,0.00005953827,0.0005435206,0.0002393832,0.0001661112,0.00007010921,0.000005105881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986187,0.0001225191,0.0006423186,0.00001999884,0.000001347205,0.000002013131,0.0001274556,0.000008872783,0.0004567206],"genre_scores_gemma":[0.9993873,0.00002965524,0.0003698438,0.000004996969,0.000002790645,0.000004628736,0.0001349326,0.000002697732,0.00006323688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002013522,"threshold_uncertainty_score":0.004715562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04764746813748771,"score_gpt":0.2445358200254227,"score_spread":0.196888351887935,"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."}}