{"id":"W4230049751","doi":"10.22215/etd/2011-07069","title":"Individual variability and fitnees consequences of stress-induced cortisol in wild fish","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Fish <Actinopterygii>; Humanities; Biology; Philosophy; Fishery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003521184,0.0001104208,0.0001600535,0.0002999962,0.000179268,0.0003263633,0.0001242204,0.0002159566,0.001449675],"category_scores_gemma":[0.0009275003,0.0001276751,0.0001303761,0.000202178,0.0002625994,0.0001790025,0.0003075468,0.000254996,0.0003407297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529576,"about_ca_system_score_gemma":0.0001113126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002880775,"about_ca_topic_score_gemma":0.00627238,"domain_scores_codex":[0.999798,0.00004121956,0.00001221853,0.00008248289,0.00003939061,0.00002670447],"domain_scores_gemma":[0.9995912,0.00007133991,0.000106106,0.00006867252,0.00007787763,0.00008483612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001346847,0.0002142899,0.8021586,0.0000546168,0.0002403786,0.000196729,0.001584073,0.0003161174,0.1628463,0.0001230984,0.000545139,0.0303737],"study_design_scores_gemma":[0.000001490273,0.0001423714,0.9987597,0.000002042214,0.000008672695,0.00003664377,0.0002357635,0.00006107124,0.0005754504,0.00003207075,0.0001407357,0.000003969532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992316,0.00008414147,0.0001139627,0.00001978606,0.000005971188,0.000002780777,0.000164638,0.000002451193,0.0003747808],"genre_scores_gemma":[0.9982293,0.00007044227,0.0001053721,0.00003348981,0.000006170952,0.000009949553,0.000215459,0.000005714828,0.001324072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002880775,"threshold_uncertainty_score":0.005727947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738918603734921,"score_gpt":0.2489098156279181,"score_spread":0.2315206295905688,"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."}}