{"id":"W1190138214","doi":"10.1016/j.funeco.2015.05.014","title":"Beyond the water column: aquatic hyphomycetes outside their preferred habitat","year":2015,"lang":"en","type":"article","venue":"Fungal ecology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Hyphomycetes; Biology; Ecology; Aquatic ecosystem; Habitat; Biological dispersal","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":[],"consensus_categories":[],"category_scores_codex":[0.0002813597,0.0001984922,0.0002050734,0.00003054279,0.0001339904,0.00003601712,0.0003159104,0.0001813907,0.00005037019],"category_scores_gemma":[0.0001772082,0.0001035514,0.0001139155,0.0000458505,0.0001502736,0.000005432995,0.0002080425,0.0001136544,0.0002304438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002006284,"about_ca_system_score_gemma":0.0001217335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001391886,"about_ca_topic_score_gemma":0.0006017443,"domain_scores_codex":[0.9986894,0.0001887078,0.0002152452,0.0003434614,0.0001088442,0.0004543605],"domain_scores_gemma":[0.999234,0.00005977186,0.00005349426,0.0004009038,0.00007324774,0.0001786058],"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":[0.0003618181,0.0002047454,0.1176882,0.00001583623,0.0001975372,0.00005124853,0.0002613262,0.000115319,0.8018703,0.000145009,0.07807563,0.001013013],"study_design_scores_gemma":[0.004021544,0.003853728,0.2471132,0.00001753393,0.0003097685,0.0006051893,0.001390621,0.001146281,0.2740247,0.007428584,0.4586514,0.0014375],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907049,0.0008921066,0.00003600164,0.0009462425,0.0006585249,0.0003230325,0.0003380031,0.00002745368,0.006073716],"genre_scores_gemma":[0.9954345,0.00003400257,0.00009444674,0.001581869,0.0003540225,0.00009030845,0.0004290602,0.00002447409,0.001957381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5278456,"threshold_uncertainty_score":0.4222703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686780080030858,"score_gpt":0.2189598511574714,"score_spread":0.2020920503571628,"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."}}