{"id":"W3001746835","doi":"10.33585/cmy.53101","title":"Hyphomycetes from Canadian streams. VI. Rare species in pure cultures.","year":2001,"lang":"en","type":"article","venue":"Czech Mycology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyphomycetes; STREAMS; Rare species; Ecology; Biology; Computer science; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000168497,0.0007060593,0.0003278339,0.001310554,0.001983398,0.0009253051,0.000391464,0.0003462383,0.00170542],"category_scores_gemma":[0.0004929134,0.0002076882,0.0002240377,0.001721757,0.0002782346,0.0002569709,0.000759219,0.0004710199,0.0005459792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379382,"about_ca_system_score_gemma":0.003516655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2910259,"about_ca_topic_score_gemma":0.6165779,"domain_scores_codex":[0.9994423,0.0000174866,0.00003552667,0.0001139576,0.0002319729,0.0001587463],"domain_scores_gemma":[0.9996477,0.00002324391,0.00004205614,0.00003503218,0.0001440811,0.0001078599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007242282,0.0002084539,0.1997619,0.0009639905,0.0001409645,0.003210219,0.003167892,0.00028858,0.6838753,0.0006354633,0.002945746,0.1040774],"study_design_scores_gemma":[0.00004662002,0.0003827918,0.7736787,0.0002637396,0.0004065229,0.007945416,0.003936903,0.0005581594,0.09993972,0.0002127948,0.112575,0.00005361824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651853,0.007608629,0.001651505,0.0002253686,0.0001396177,0.0003939929,0.007586226,0.0000913446,0.01711808],"genre_scores_gemma":[0.9628955,0.006336129,0.006442553,0.0001707216,0.0001066466,0.0001336213,0.01354944,0.00002379658,0.01034168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7089741,"threshold_uncertainty_score":0.5786638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008148155770405324,"score_gpt":0.2179225619195669,"score_spread":0.2097744061491615,"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."}}