{"id":"W4405436930","doi":"10.1016/j.cub.2024.11.005","title":"Familiar fungal friends and foes","year":2024,"lang":"en","type":"article","venue":"Current Biology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institute for Advanced Research; National Science Foundation","keywords":"Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00121131,0.0006434418,0.0006757932,0.001023228,0.005215849,0.004787427,0.0005695074,0.00274432,0.06088354],"category_scores_gemma":[0.005369254,0.0002369832,0.0003306936,0.0007313828,0.005300369,0.005271769,0.003129535,0.003133997,0.01169562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009971618,"about_ca_system_score_gemma":0.0005444135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156428,"about_ca_topic_score_gemma":0.003351346,"domain_scores_codex":[0.9987491,0.0004455631,0.00002463203,0.000203258,0.0003254054,0.0002519341],"domain_scores_gemma":[0.9965306,0.0005191275,0.0004194601,0.0002853111,0.0003644864,0.001881013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004301454,0.0003859501,0.02087498,0.0006694488,0.0001462905,0.006725639,0.0437923,0.0001438044,0.01011304,0.1618357,0.4884624,0.2664201],"study_design_scores_gemma":[0.0000145693,0.000104232,0.006253701,0.0001952752,0.00002210405,0.005816493,0.01758239,0.00008752106,0.0005788523,0.01438939,0.9549139,0.00004150209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1522046,0.06895448,0.009630184,0.20884,0.01786396,0.00008823846,0.0003729212,0.0006994945,0.5413463],"genre_scores_gemma":[0.6219767,0.01771541,0.00299967,0.04310918,0.007216411,0.00005321463,0.0002098054,0.0001628764,0.3065568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06088354,"threshold_uncertainty_score":0.2036757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403491361043897,"score_gpt":0.2845439843043311,"score_spread":0.2705090706938921,"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."}}