{"id":"W2089862093","doi":"10.1139/f10-102","title":"Analysis of variables associated with the Ichthyophonus hoferi epizootics in Norwegian spring spawning herring, 1992–2008","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herring; Biology; Norwegian; Seasonality; Fishery; Ecology; Zoology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000694389,0.00006732358,0.0001709166,0.0001610913,0.0002988876,0.00006104453,0.0002379236,0.00004161393,0.0003639545],"category_scores_gemma":[0.0002514463,0.00004186785,0.00003597191,0.0008033901,0.001072906,0.0002174052,0.00001391841,0.0001918218,0.000001114901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003726398,"about_ca_system_score_gemma":0.0001483184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03608454,"about_ca_topic_score_gemma":0.68316,"domain_scores_codex":[0.9993359,0.00004475056,0.0001998678,0.00009690229,0.000128773,0.0001938216],"domain_scores_gemma":[0.9993408,0.0002167897,0.0002249268,0.00007261676,0.000009197208,0.0001356238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003126851,0.000006348519,0.9968784,5.156475e-7,0.00005406845,0.00001433706,0.0009510986,0.0007723549,0.0003659064,0.0000608458,0.00004112699,0.0008518122],"study_design_scores_gemma":[0.0000711983,0.00008867829,0.9954763,0.00002069369,0.00008749949,0.00002044737,0.001034449,0.00170455,0.00004940223,0.00008440727,0.001299652,0.00006273598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966149,0.00003870963,0.00008339374,0.001000194,0.0001271102,0.00002814993,0.000002538345,9.930046e-7,0.002103949],"genre_scores_gemma":[0.9992118,0.000007814197,0.0005981715,0.0001016766,0.00001238418,5.353367e-7,3.232512e-7,0.000001995514,0.00006522543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6470755,"threshold_uncertainty_score":0.9703342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258625181304132,"score_gpt":0.2432408047147362,"score_spread":0.2306545529016949,"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."}}