{"id":"W4211096680","doi":"10.1002/9780470015902.a0027210","title":"Freshwater Fungi","year":2018,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Decomposer; Freshwater ecosystem; Biology; Conidium; Ecology; Botany; Aquatic ecosystem; Habitat; Ascomycota; 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":[0.0005765493,0.001348033,0.0009251949,0.002993092,0.003063082,0.00424847,0.001433102,0.001623942,0.1591084],"category_scores_gemma":[0.001231329,0.0003940184,0.0008351456,0.002889283,0.0007911292,0.002297232,0.003610305,0.001738868,0.09762255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644591,"about_ca_system_score_gemma":0.001905715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003370069,"about_ca_topic_score_gemma":0.003635166,"domain_scores_codex":[0.9988546,0.0001269892,0.00009754629,0.0002566143,0.000438548,0.0002257036],"domain_scores_gemma":[0.9993792,0.00005026449,0.00008020637,0.00009639454,0.0002542287,0.0001397449],"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":[0.0004250363,0.0002395556,0.004064156,0.003151175,0.00007368168,0.003305706,0.0009580909,0.0006173323,0.03309452,0.05524386,0.2753997,0.6234272],"study_design_scores_gemma":[0.00001139036,0.00002834529,0.001191436,0.0001668438,0.00001146424,0.0006279558,0.0001221794,0.00005289842,0.001776927,0.002038694,0.9939601,0.00001181483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02308023,0.03470556,0.01123981,0.006257548,0.006427469,0.0006510961,0.02223112,0.003050603,0.8923565],"genre_scores_gemma":[0.1882924,0.02939169,0.0174263,0.007730615,0.001851275,0.0004413773,0.03291436,0.000907745,0.7210442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1591084,"threshold_uncertainty_score":0.5322707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071597348198292,"score_gpt":0.2422307383535026,"score_spread":0.2315147648715197,"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."}}