{"id":"W2149841276","doi":"10.1139/f09-132","title":"Temporal trends in probabilistic maturation reaction norms and growth of Atlantic cod (Gadus morhua) on the Icelandic shelf","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gadus; Fishing; Atlantic cod; Gadidae; Biology; Sexual maturity; Juvenile; Fishery; Ecology; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000692374,0.000103206,0.000105523,0.0003754239,0.0001364134,0.0003084374,0.0001441849,0.0001501223,0.0005107095],"category_scores_gemma":[0.002200845,0.0001155534,0.0001294894,0.0002634844,0.0001898452,0.0001909245,0.0002220136,0.0001824864,0.00008448308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005178892,"about_ca_system_score_gemma":0.0002231988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02567204,"about_ca_topic_score_gemma":0.04243764,"domain_scores_codex":[0.9999079,0.00002091212,0.000008458848,0.00003166306,0.0000168851,0.00001422936],"domain_scores_gemma":[0.99897,0.0002874292,0.0003978523,0.00007577327,0.0001876031,0.00008137259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007953638,0.000007116657,0.9943368,0.000004054036,0.00002162059,0.00001458206,0.0000949908,0.002026711,0.0008997748,0.00008293696,0.00009602679,0.002335984],"study_design_scores_gemma":[0.000001183713,0.0000120072,0.9974298,0.000001508888,0.000003767704,0.00001101375,0.000044637,0.002269252,0.0001132978,0.00002928857,0.00008192537,0.000002356811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999431,0.00002388004,0.0001436827,0.00001354681,0.000001097535,0.00000116685,0.0001776005,0.000003613409,0.0002044949],"genre_scores_gemma":[0.9993343,0.00002168011,0.000162918,0.00000431808,0.000001803291,0.000002876396,0.0003792216,0.000001604612,0.00009120108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02567204,"threshold_uncertainty_score":0.05104524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975752178498877,"score_gpt":0.2277338203012162,"score_spread":0.2079762985162275,"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."}}