{"id":"W2062261728","doi":"10.1139/f05-065","title":"Assessing changes in age and size at maturation in collapsing populations of Atlantic cod (<i>Gadus morhua</i>)","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":216,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Austrian Science Fund; European Commission","keywords":"Gadus; Atlantic cod; Biology; Gadidae; Phenotypic plasticity; Fishing; Biomass (ecology); Zoology; Ecology; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004523982,0.00005978737,0.0001421177,0.000102198,0.0001633472,0.0001660616,0.0001065341,0.00002970194,0.0004406936],"category_scores_gemma":[0.0002284002,0.00005016732,0.00001097792,0.0003946342,0.0005754204,0.0005805656,0.00003295391,0.00007938677,4.356569e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130857,"about_ca_system_score_gemma":0.00009634302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02450855,"about_ca_topic_score_gemma":0.6909057,"domain_scores_codex":[0.999226,0.00004606479,0.0002383169,0.0001014085,0.0001900398,0.0001981879],"domain_scores_gemma":[0.9995999,0.0000984568,0.0001098812,0.00004262725,0.000006137074,0.000142967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007589233,0.000006405509,0.9773848,0.000007534828,9.974829e-7,0.00003299029,0.001213992,0.00005364538,0.0005352448,0.00001969435,0.0001280976,0.020609],"study_design_scores_gemma":[0.00018097,0.00008150039,0.9923583,0.00004636142,0.000003130218,0.00004704227,0.00202933,0.003133109,0.00004162875,0.0003502632,0.001657951,0.00007047236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931951,0.00008711742,0.000006151985,0.00295994,0.00004325497,0.00006027072,9.969156e-7,6.912178e-7,0.003646514],"genre_scores_gemma":[0.9976678,0.00006805442,0.00202229,0.0000831341,0.00001902314,7.554944e-7,7.066638e-7,0.000002464702,0.0001358112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6663972,"threshold_uncertainty_score":0.9819874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03929169095939323,"score_gpt":0.2720504252859571,"score_spread":0.2327587343265639,"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."}}