{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001781111,0.000137259,0.0001957464,0.0001082699,0.0001269511,0.00002092971,0.0001481855,0.0001679572,0.00007231421],"category_scores_gemma":[0.000096342,0.0001255817,0.00007760458,0.0001475813,0.0001150227,0.0000731762,0.0000801152,0.00007004267,0.00002450127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002283758,"about_ca_system_score_gemma":0.00002931998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001591911,"about_ca_topic_score_gemma":0.00002330388,"domain_scores_codex":[0.9991558,0.00003867298,0.000325491,0.0002835796,0.00001320806,0.0001832042],"domain_scores_gemma":[0.9994696,0.00005336903,0.0001470651,0.0001788734,0.0001393378,0.00001168783],"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":[0.00006415596,0.00006315442,0.0003288734,0.00009888927,0.0001274807,1.517394e-7,0.0002776087,4.803603e-8,0.9803355,0.001878873,0.01568668,0.001138549],"study_design_scores_gemma":[0.001462745,0.00003749437,0.01002819,0.00002270116,0.0002325479,0.00000254568,0.0003908963,0.000007072128,0.976266,0.0008816504,0.01052681,0.0001413317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656395,0.002708929,0.02621985,0.001664679,0.001156149,0.001435445,0.0006700995,0.0001282139,0.0003771364],"genre_scores_gemma":[0.9935611,0.00007341801,0.0003187324,0.0003777082,0.00001838677,0.00002856455,0.0009338751,0.00001398008,0.004674177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02792166,"threshold_uncertainty_score":0.5121074,"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."}}