{"id":"W2129438972","doi":"10.3389/fmicb.2014.00062","title":"Current ecological understanding of fungal-like pathogens of fish: what lies beneath?","year":2014,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Aquatic Health Sciences","funders":"","keywords":"Biology; Ecology; Biodiversity; Habitat; Population; Ecosystem","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":[0.0009637223,0.0009145265,0.001518548,0.00185191,0.0003381011,0.001757993,0.0009070029,0.00171378,0.002190777],"category_scores_gemma":[0.001474276,0.0003231471,0.0004449115,0.001841125,0.0009787458,0.003214546,0.0007782963,0.002043426,0.001304203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006932922,"about_ca_system_score_gemma":0.002042336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972876,"about_ca_topic_score_gemma":0.002087119,"domain_scores_codex":[0.9996459,0.00005897961,0.0000536124,0.00007675581,0.0001295786,0.00003520517],"domain_scores_gemma":[0.9987409,0.0006200985,0.0001700838,0.00003751755,0.0003155737,0.0001157665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005638058,0.00004144955,0.0004485488,0.01921674,0.00006191924,0.0001810706,0.0001619927,0.00027716,0.002446624,0.00354607,0.02220613,0.9513559],"study_design_scores_gemma":[0.000008114324,0.000118798,0.002934936,0.007964733,0.0001191418,0.001904426,0.0004064228,0.0001585974,0.0007647809,0.004783972,0.9807971,0.00003915377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000779731,0.9988343,0.00008571032,0.0005252014,0.0001429416,0.000001070895,0.000007277328,0.000003910191,0.000321619],"genre_scores_gemma":[0.0006317374,0.9985802,0.0001352428,0.0001941213,0.0002619496,0.000001645975,0.00001094149,7.923093e-7,0.0001834114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002190777,"threshold_uncertainty_score":0.007328868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562228374301197,"score_gpt":0.2768126335221144,"score_spread":0.2411903497791024,"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."}}