{"id":"W4411975827","doi":"10.3390/microorganisms13071567","title":"Improved Growth Media for Isolation and Identification of Fish Pathogenic Tenacibaculum spp.","year":2025,"lang":"en","type":"article","venue":"Microorganisms","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cermaq (Canada)","funders":"Directorate for Biological Sciences","keywords":"Biology; Agar; Isolation (microbiology); Agar plate; Outbreak; Salmo; Zoology; Fish <Actinopterygii>; Microbiology; Fishery; Bacteria; Virology","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":[0.001093279,0.001291725,0.0005889416,0.001514342,0.0003175297,0.0005341771,0.0008779215,0.0005967128,0.001242447],"category_scores_gemma":[0.001325463,0.0002583294,0.0004274199,0.0009598183,0.000257676,0.0005774067,0.0008090286,0.0006971715,0.0008632689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100845,"about_ca_system_score_gemma":0.0005338554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923398,"about_ca_topic_score_gemma":0.004223743,"domain_scores_codex":[0.9982515,0.0004028965,0.0003865731,0.0002595131,0.000563774,0.0001357512],"domain_scores_gemma":[0.9990854,0.0002136414,0.000211397,0.0001002837,0.0002991854,0.00009009943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001990889,0.0001699561,0.002999502,0.0002425357,0.00001426421,0.0001426508,0.0001084388,0.0001000646,0.9875123,0.00005142343,0.0001166939,0.008343115],"study_design_scores_gemma":[0.0000320997,0.002406,0.04664972,0.0001882181,0.0001762,0.001553496,0.0004265333,0.001901501,0.9375269,0.0001221777,0.00895233,0.00006478271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228055,0.007236491,0.05781987,0.0004165735,0.0003524686,0.001528039,0.003673202,0.0005419145,0.005626063],"genre_scores_gemma":[0.7295901,0.006654374,0.2466894,0.0002104583,0.0001849213,0.001694081,0.00922502,0.0001416265,0.005610111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001923398,"threshold_uncertainty_score":0.005781889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004687757179391448,"score_gpt":0.2082721711823656,"score_spread":0.2035844140029741,"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."}}