{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009878737,0.0002393903,0.0002023869,0.00003559428,0.000268982,0.00001841744,0.0002545433,0.00008883352,0.0122413],"category_scores_gemma":[0.00001722031,0.0001824149,0.000206886,0.00009111253,0.0001675194,0.0002527115,0.0001085898,0.0002694349,0.00215074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189306,"about_ca_system_score_gemma":0.000001817522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001507206,"about_ca_topic_score_gemma":0.00003411439,"domain_scores_codex":[0.9985627,0.0001936815,0.0003261635,0.0004571307,0.0002324613,0.0002278964],"domain_scores_gemma":[0.9990651,0.0001231223,0.0002019865,0.0003950547,0.000004245904,0.0002104794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004674585,0.00225061,0.5736061,0.00002522611,0.0007779909,0.0000257687,0.001973488,0.009458233,0.3202578,0.0006797405,0.02904042,0.06143717],"study_design_scores_gemma":[0.0002595094,0.00003778683,0.5144525,0.00002826772,0.0002470044,0.000002594254,0.000128781,0.000566854,0.002498233,0.0009736907,0.4806107,0.0001941564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094649,0.0002460179,0.0349131,0.001808508,0.0005677125,0.0007335345,0.0007816614,0.0001386884,0.05134589],"genre_scores_gemma":[0.9839706,0.0005156062,0.00607363,0.0002026977,0.00008294304,0.00008445382,0.0005088005,0.00001803441,0.008543208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4515703,"threshold_uncertainty_score":0.9986262,"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."}}