{"id":"W2802284653","doi":"10.1128/jb.00787-17","title":"Diversity and Dynamics of the Canadian Coastal Vibrio Community: an Emerging Trend Detected in the Temperate Regions","year":2018,"lang":"en","type":"article","venue":"Journal of Bacteriology","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada; Government of Canada","keywords":"Biology; Vibrio; Outbreak; Temperate climate; Estuary; Abundance (ecology); Diversity (politics); Consumption (sociology); Ecology; Bacteria; Virology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003163087,0.0002062787,0.0002148359,0.001498695,0.001900833,0.001141715,0.0004956661,0.0003078056,0.0009931329],"category_scores_gemma":[0.000595264,0.0001356031,0.0001940099,0.001874238,0.0007546777,0.0002480827,0.0006103881,0.0002963182,0.0001198393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0055688,"about_ca_system_score_gemma":0.01002993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9700407,"about_ca_topic_score_gemma":0.9857826,"domain_scores_codex":[0.9995971,0.00001680442,0.00001293983,0.00007034773,0.0001650762,0.0001376634],"domain_scores_gemma":[0.9993474,0.0000205938,0.0000718889,0.00001255893,0.0003715983,0.0001760182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131439,0.00003126135,0.9616631,0.00008692973,0.00003984824,0.0001394144,0.003918927,0.0001012948,0.0114378,0.0001627204,0.0006971516,0.02159026],"study_design_scores_gemma":[0.000001035779,0.00001559902,0.9976178,0.00000825103,0.00000511983,0.00004731131,0.001437786,0.00004914782,0.0001445743,0.000008727008,0.0006603733,0.000004235641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972007,0.0005834911,0.00008284201,0.0001273664,0.000004067264,0.00001153892,0.0005385482,0.000005743979,0.001445813],"genre_scores_gemma":[0.9983426,0.0005308656,0.0001683968,0.00004032876,0.000002762393,0.000005113026,0.0003309139,0.000001744421,0.0005772975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02995932,"threshold_uncertainty_score":0.06027144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272845834174093,"score_gpt":0.2771465110716513,"score_spread":0.249861927654242,"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."}}