{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004462714,0.0001651189,0.0001830915,0.00008750699,0.00007147262,0.00002093971,0.0002188042,0.0002948707,0.0004948993],"category_scores_gemma":[0.00007994078,0.0001548116,0.00006975052,0.0001155907,0.00006675032,0.000003757686,0.00005767147,0.0001112637,0.00005304021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003972365,"about_ca_system_score_gemma":0.0001855114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008134132,"about_ca_topic_score_gemma":0.2202015,"domain_scores_codex":[0.9989507,0.00005772251,0.0001561577,0.0003621485,0.00006275318,0.0004105409],"domain_scores_gemma":[0.9994432,0.0000195082,0.00003675474,0.0002426129,0.00004032481,0.0002175379],"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":[0.00009988369,0.00005679998,0.1769357,0.000004210154,0.00003700113,0.0004518507,0.00003867339,0.00001917509,0.8013318,0.0001136238,0.01919418,0.001717097],"study_design_scores_gemma":[0.0006299063,0.0001572804,0.4520146,0.00001394507,0.00002476188,0.00006814281,0.0002801453,0.00001949243,0.02050606,0.0003394208,0.5256169,0.0003293423],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830833,0.00261523,0.000007325656,0.0002454893,0.0001648498,0.0001429033,0.001729252,0.00001292753,0.01199874],"genre_scores_gemma":[0.9945452,0.0009550258,0.0001249705,0.0007971628,0.0003194488,0.00002651954,0.001858616,0.00001511762,0.001357915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7808258,"threshold_uncertainty_score":0.9984708,"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."}}