{"id":"W2487901850","doi":"10.1007/978-3-319-28170-4_5","title":"Fungal Secondary Invaders of Fish","year":2016,"lang":"en","type":"book-chapter","venue":"Advances in environmental microbiology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Aquaculture; Microsporidia; Population; Fish <Actinopterygii>; Ecology; Microbiology; Fishery; Environmental health; Spore; Medicine","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":[0.000129059,0.0005002493,0.0002280096,0.0004216553,0.0003222297,0.0009860463,0.0002675216,0.0004497705,0.003562201],"category_scores_gemma":[0.00009710772,0.0001229281,0.0002970313,0.0003092584,0.0003983946,0.0005088909,0.0008899112,0.0006853865,0.001017199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005886977,"about_ca_system_score_gemma":0.000362601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303689,"about_ca_topic_score_gemma":0.002701004,"domain_scores_codex":[0.9998896,0.000008269803,0.000003522629,0.00001528308,0.00005235023,0.00003095965],"domain_scores_gemma":[0.9999683,0.000005308362,0.000005750562,0.000002161959,0.000006645421,0.00001180225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002652069,0.00007759193,0.003254017,0.0008640858,0.00003116566,0.002085665,0.001011972,0.0008952418,0.5519941,0.03695873,0.01136948,0.3911928],"study_design_scores_gemma":[0.00002099758,0.0006973757,0.02636842,0.0006038936,0.0000452372,0.006069543,0.001133268,0.001139425,0.1627092,0.01693376,0.7842347,0.00004417462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3187548,0.3025656,0.01063049,0.004540218,0.001963923,0.00007726544,0.0005359337,0.0002173966,0.3607144],"genre_scores_gemma":[0.4414882,0.1775484,0.007132834,0.00102477,0.001041812,0.00005138666,0.0003718272,0.00007300599,0.3712678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.003562201,"threshold_uncertainty_score":0.01191676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004383929848898567,"score_gpt":0.1884596177519907,"score_spread":0.1840756879030921,"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."}}