{"id":"W1988165147","doi":"10.1016/j.prevetmed.2007.08.007","title":"Factors associated with the incidence of bacterial gill disease in salmonid lots reared in Ontario, Canada government hatcheries","year":2007,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministry of Natural Resources","keywords":"Hatchery; Trout; Fishery; Incidence (geometry); Population; Rainbow trout; Biology; Outbreak; Fish hatchery; Demography; Veterinary medicine; Fish <Actinopterygii>; Environmental health; Medicine; Fish farming; Aquaculture","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":[0.0004602114,0.0002017942,0.0003187622,0.00004601615,0.00004722953,0.000002876104,0.000214887,0.00006250961,0.0007055841],"category_scores_gemma":[0.0001384604,0.0001207374,0.00003391898,0.0001723323,0.0002766896,0.00007287427,0.0001242586,0.0002155874,8.22237e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005674573,"about_ca_system_score_gemma":0.0002052445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4732165,"about_ca_topic_score_gemma":0.9600969,"domain_scores_codex":[0.9987884,0.0002081049,0.0003255971,0.0002421875,0.0001290628,0.0003066621],"domain_scores_gemma":[0.9993516,0.0001890483,0.0002019481,0.0001871293,0.00003501159,0.00003529626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004664733,0.000428618,0.7041858,0.00006068582,0.000374115,0.0003971239,0.006760499,0.000005708863,0.2791725,0.00005726179,0.003575463,0.0003175152],"study_design_scores_gemma":[0.001730737,0.0004283027,0.9837813,0.0003820564,0.00007146563,0.000001472705,0.0029985,1.831728e-7,0.002410539,0.000009211441,0.008045066,0.0001411149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980764,0.0004061515,0.00001093636,0.0002662904,0.0002426654,0.0004400569,0.0000619661,0.000008311305,0.0004871703],"genre_scores_gemma":[0.9968414,0.000007772073,0.000002185908,0.00007059447,0.000009001636,0.00001372907,0.0002590813,0.000009991226,0.002786249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4868804,"threshold_uncertainty_score":0.7725652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281557294077138,"score_gpt":0.2335518577784534,"score_spread":0.210736284837682,"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."}}