{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001242628,0.0001645619,0.0001815261,0.00009697433,0.00004364222,0.000008775257,0.0003912044,0.0001768769,0.002128175],"category_scores_gemma":[0.00008944463,0.0001254417,0.00008823555,0.00009534886,0.0004262222,0.000001778647,0.0001089134,0.00002981944,0.0001829461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001423766,"about_ca_system_score_gemma":0.0001889051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003792175,"about_ca_topic_score_gemma":0.000228405,"domain_scores_codex":[0.9990206,0.00003188501,0.0001580386,0.0003661122,0.0002153268,0.0002080373],"domain_scores_gemma":[0.9994823,0.000007804095,0.0001441087,0.0002334542,0.00002418864,0.0001081464],"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":[0.000007776959,0.00002539223,0.006281589,0.00002765961,0.00002462081,0.000001582039,0.000005193947,5.379933e-7,0.01149849,0.00002643324,0.9818221,0.0002786782],"study_design_scores_gemma":[0.00007343386,0.0001635488,0.0006411872,0.00004254402,0.00001660463,0.000001501574,0.0000154735,0.000002673452,0.000615169,0.00001869081,0.998228,0.0001812083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003470211,0.007831045,0.00003214684,0.00001737273,0.0006076319,0.0001082489,0.001266655,0.0000198265,0.9866469],"genre_scores_gemma":[0.002079271,0.01044187,0.002523299,0.0002282452,0.002569916,0.0000134995,0.0002928789,0.0001182895,0.9817327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01640592,"threshold_uncertainty_score":0.998784,"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."}}