{"id":"W4400494037","doi":"10.3390/microorganisms12071396","title":"Systematic Evaluation of Biotic and Abiotic Factors in Antifungal Microorganism Screening","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Abiotic component; Antifungal; Biotic component; Microorganism; Biology; Ecology; Microbiology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002923405,0.001298649,0.001679663,0.001522545,0.0007986819,0.001978243,0.0007530313,0.001014466,0.0007599957],"category_scores_gemma":[0.004019732,0.0003940469,0.001122651,0.001723147,0.0007221531,0.0009798459,0.001891452,0.001099335,0.0006008802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113517,"about_ca_system_score_gemma":0.001290055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237373,"about_ca_topic_score_gemma":0.003867816,"domain_scores_codex":[0.9951777,0.0009378533,0.0006270891,0.001040655,0.001908616,0.0003080661],"domain_scores_gemma":[0.9973253,0.0009912649,0.0005200097,0.0003197695,0.0006441776,0.000199495],"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":[0.0001658786,0.0003990812,0.01337345,0.0005953107,0.000111348,0.0001298642,0.0001077873,0.0005666189,0.9648111,0.00007127284,0.0002380667,0.01943033],"study_design_scores_gemma":[0.00002309383,0.002337109,0.0791359,0.0001299728,0.0005158733,0.0007010591,0.000513852,0.003351314,0.9049228,0.0002720191,0.007988077,0.0001090107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429864,0.007335014,0.03501491,0.0006085444,0.000181859,0.001244062,0.008350285,0.000518634,0.003760152],"genre_scores_gemma":[0.8703231,0.004552696,0.1090891,0.0005045579,0.00007822645,0.001289621,0.01200034,0.0002235742,0.001938807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002923405,"threshold_uncertainty_score":0.01546061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466200408427361,"score_gpt":0.2488049332353187,"score_spread":0.2341429291510451,"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."}}