{"id":"W2237781570","doi":"10.1128/9781555818418.ch4","title":"<i>Streptococcus iniae</i>: an Emerging Pathogen in the Aquaculture Industry","year":2014,"lang":"en","type":"book-chapter","venue":"ASM Press eBooks","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Streptococcus iniae; Aquaculture; Biology; Tilapia; Fish farming; Outbreak; Bacterial disease; Biotechnology; Fishery; Veterinary medicine; Fish <Actinopterygii>; Microbiology; 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":[0.0001720872,0.0006954684,0.0003154706,0.0007913049,0.0005360732,0.001857215,0.0003905713,0.001095238,0.01388044],"category_scores_gemma":[0.0002569697,0.0001929179,0.0002610683,0.0007600906,0.0005400548,0.00167286,0.0007265474,0.001450234,0.009905679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006667799,"about_ca_system_score_gemma":0.0006146966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865537,"about_ca_topic_score_gemma":0.004697023,"domain_scores_codex":[0.9998587,0.00002019657,0.00001000585,0.00002017643,0.00007702353,0.00001387605],"domain_scores_gemma":[0.9998896,0.00003525266,0.0000132878,0.000004963555,0.00003029848,0.00002667133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005616395,0.0000647124,0.0007030842,0.0007488319,0.000006821957,0.0004629868,0.0004389792,0.0002649117,0.005105032,0.0117666,0.7066063,0.2737756],"study_design_scores_gemma":[0.000002742219,0.00004899948,0.001126848,0.000359087,0.000003031061,0.0007220548,0.0001201443,0.0001170858,0.0003775945,0.002725644,0.9943915,0.000005268563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.006224507,0.5407358,0.003093177,0.03231947,0.0333614,0.00007817138,0.0002277088,0.0003001178,0.3836596],"genre_scores_gemma":[0.01476314,0.2058566,0.003596899,0.008646185,0.01286929,0.00004023035,0.0002545701,0.0001148185,0.7538583],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01388044,"threshold_uncertainty_score":0.04643464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849729634654565,"score_gpt":0.2569907540359299,"score_spread":0.2284934576893843,"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."}}