{"id":"W2053792983","doi":"10.1007/s10123-003-0129-9","title":"The Phaff school of yeast ecology","year":2003,"lang":"en","type":"article","venue":"International Microbiology","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Yeast; Ecology; Biology; Microbial ecology; Zoology; Environmental ethics; Philosophy; Genetics","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":[0.0004835549,0.001184499,0.001321282,0.002678442,0.001209688,0.002375176,0.0009052486,0.001871085,0.1175937],"category_scores_gemma":[0.0008700561,0.0004570483,0.0006793403,0.002254428,0.0009217686,0.003080396,0.002088464,0.003041558,0.05785112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058837,"about_ca_system_score_gemma":0.0009913425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697809,"about_ca_topic_score_gemma":0.001948147,"domain_scores_codex":[0.999668,0.00002664664,0.00002295815,0.00009887698,0.00011371,0.00006981688],"domain_scores_gemma":[0.9992853,0.0001081805,0.00004157968,0.00009041712,0.0001915076,0.0002830758],"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":[0.0001124722,0.00006056455,0.0009992652,0.0004365,0.00002647179,0.0002232815,0.0001342159,0.0003411506,0.00298492,0.07439564,0.161223,0.7590625],"study_design_scores_gemma":[0.00001107296,0.00002202605,0.001547935,0.000238218,0.00001087245,0.0003507763,0.00006788015,0.0001789183,0.001198827,0.02412567,0.9722328,0.0000149438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008204768,0.2546709,0.03288573,0.03813687,0.03264026,0.00009150179,0.003199787,0.001382191,0.6287879],"genre_scores_gemma":[0.04017726,0.1110428,0.008243789,0.003229586,0.01089502,0.0001192051,0.001802854,0.0002903829,0.824199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1175937,"threshold_uncertainty_score":0.3933901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004761250334210563,"score_gpt":0.2328901364522553,"score_spread":0.2281288861180447,"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."}}