{"id":"W2044375023","doi":"10.1007/s10113-010-0122-8","title":"The impact of warming on the appearance of furunculosis in fish of the James Bay region, Quebec, Canada","year":2010,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Waterloo; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Climate change; Context (archaeology); Bay; Aeromonas salmonicida; Fish <Actinopterygii>; Range (aeronautics); Geography; Stressor; Ecology; Environmental science; Fishery; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0001066607,0.0001235334,0.000149377,0.00002084444,0.0001058769,0.000002186887,0.0003608807,0.00007309059,0.00008458391],"category_scores_gemma":[0.00001493761,0.00005783771,0.000151667,0.00007614098,0.0005400241,0.00002924362,0.0001056969,0.000203486,0.000003649657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007185711,"about_ca_system_score_gemma":0.00004197973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.120701,"about_ca_topic_score_gemma":0.2973766,"domain_scores_codex":[0.9993445,0.00009257392,0.0001929301,0.000131312,0.00006823214,0.0001704796],"domain_scores_gemma":[0.9993615,0.00009590423,0.0002096258,0.0003162566,0.000006408054,0.00001035886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005825934,0.0005850737,0.1198459,0.00007191893,0.0006085597,0.000005012229,0.003028525,0.00002682892,0.7547682,0.00301219,0.1132459,0.004219273],"study_design_scores_gemma":[0.0006618896,0.00006093065,0.9142308,0.0001369241,0.00004252723,0.000008714887,0.001852239,0.000004451133,0.04023504,0.00005372544,0.04256219,0.0001505174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944891,0.000992019,3.152096e-7,0.003860013,0.0001241303,0.0003126278,0.00006730286,0.000001967515,0.000152568],"genre_scores_gemma":[0.9983434,0.0002272232,4.791782e-7,0.0003179477,0.00002119681,0.00001958787,0.00002524746,0.000007563829,0.001037335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.794385,"threshold_uncertainty_score":0.8851543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228890326017166,"score_gpt":0.2002542292452347,"score_spread":0.1879653259850631,"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."}}