{"id":"W2320128196","doi":"10.3354/aei00121","title":"Disease management mitigates risk of pathogen transmission from maricultured salmonids","year":2014,"lang":"en","type":"article","venue":"Aquaculture Environment Interactions","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Disease; Transmission (telecommunications); Pathogen; Disease transmission; Biology; Fishery; Medicine; Computer science; Virology; Internal medicine; Microbiology; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006604799,0.000357116,0.0002751471,0.0004744563,0.0002866531,0.0006711662,0.000608029,0.0004149988,0.001725295],"category_scores_gemma":[0.0007215099,0.0001178127,0.0003117173,0.0001979187,0.0002405057,0.0003893308,0.0006178684,0.0003328904,0.0003186867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004197336,"about_ca_system_score_gemma":0.00107511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002963993,"about_ca_topic_score_gemma":0.009469607,"domain_scores_codex":[0.9995609,0.0001528648,0.00003861162,0.00005427773,0.0001235956,0.00006983018],"domain_scores_gemma":[0.9992231,0.00008290693,0.0003836335,0.00003863819,0.0001483462,0.0001233803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008786623,0.001902683,0.2538458,0.002529449,0.0004162774,0.0009246807,0.001064243,0.005798185,0.2131923,0.0009148662,0.003923931,0.5146089],"study_design_scores_gemma":[0.0001318318,0.01496981,0.8618602,0.00158999,0.0005879137,0.001731846,0.002713932,0.008674657,0.05304668,0.00180185,0.05280956,0.00008180644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792715,0.003949638,0.005747744,0.0008995018,0.00009447587,0.0001767299,0.0001894238,0.0001734392,0.009497548],"genre_scores_gemma":[0.9815004,0.00363441,0.009942084,0.0003916906,0.00008579514,0.00009509724,0.0002878886,0.00001183418,0.004050807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002963993,"threshold_uncertainty_score":0.005893469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005045770240621925,"score_gpt":0.2418965276460884,"score_spread":0.2368507574054665,"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."}}