{"id":"W2109167110","doi":"10.1139/f07-003","title":"The growing degree-day and fish size-at-age: the overlooked metric","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":307,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ectotherm; Growing degree-day; Gadus; Biology; Fish <Actinopterygii>; Ecology; Fishery; Phenology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002941346,0.00009370393,0.0001210981,0.00006013107,0.001725388,0.0004594451,0.000483004,0.00003322956,0.000809307],"category_scores_gemma":[0.00123625,0.00004824509,0.0000381772,0.000616655,0.002591099,0.0005442282,0.0001103328,0.0001782051,0.000002316362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008784787,"about_ca_system_score_gemma":0.0001276245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01435081,"about_ca_topic_score_gemma":0.1773607,"domain_scores_codex":[0.9986493,0.00007339823,0.0002613063,0.0001382661,0.0004341294,0.00044363],"domain_scores_gemma":[0.998179,0.001171059,0.0001153671,0.0001130752,0.00001144565,0.0004100663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001291107,0.000005039191,0.6243929,0.000004101247,0.00001636406,0.0001184552,0.0013866,0.000002790068,0.00006440687,0.0002975137,0.01166585,0.362033],"study_design_scores_gemma":[0.000163377,0.0002175447,0.5449833,0.000008691581,0.00001308906,0.0001510229,0.004561767,0.000255355,0.00003760411,0.001221336,0.4482639,0.0001230123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221002,0.0003924051,0.00004153955,0.01373779,0.0002344227,0.0001053867,0.000001729383,0.000002398551,0.06338414],"genre_scores_gemma":[0.994471,0.0002989871,0.0003084196,0.001489951,0.0000770997,0.000001062204,1.648221e-7,0.000005486752,0.00334787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4365981,"threshold_uncertainty_score":0.9995742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471865402995994,"score_gpt":0.2365346039139399,"score_spread":0.2118159498839799,"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."}}