{"id":"W4404712821","doi":"10.3390/jof10120821","title":"Identification and Confirmation of Virulence Factor Production from Fusarium avenaceum, a Causal Agent of Root Rot in Pulses","year":2024,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Western Grains Research Foundation","keywords":"Biology; Secondary metabolism; Virulence; Secondary metabolite; Fusarium; Root rot; Pathogen; Metabolomics; Microbiology; Botany; Gene; Genetics; Bioinformatics; Biosynthesis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001323062,0.00005512368,0.000108366,0.00007658742,0.000008746649,0.00001344953,0.00004773544,0.00004696325,0.00000871806],"category_scores_gemma":[0.0000796139,0.0000468753,0.00004657857,0.00005744209,0.0000224398,0.00001470707,0.00001422211,0.00004934021,6.759528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008855814,"about_ca_system_score_gemma":0.00005248675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001765981,"about_ca_topic_score_gemma":0.00001965326,"domain_scores_codex":[0.9993834,0.0000365511,0.0003197497,0.00009702887,0.0001113535,0.00005187797],"domain_scores_gemma":[0.9996039,0.00001373104,0.0001874697,0.0000718409,0.00009348224,0.00002959902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009674464,0.00004985809,0.009488304,0.00008190468,0.00003789964,0.000005753789,0.00008954958,0.00004941581,0.986674,0.00001434925,0.0001406807,0.003271501],"study_design_scores_gemma":[0.0001092609,0.0001215336,0.2562525,0.000127155,0.00003619982,0.00002319155,0.00005446129,0.0001741184,0.7425345,0.00005755566,0.0004621691,0.00004740998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892663,0.009399245,0.0005225653,0.0000563092,0.0002622484,0.00006633662,0.0004127551,0.000001261078,0.00001301712],"genre_scores_gemma":[0.9986956,0.001033756,0.00006466779,0.000004294155,0.000114602,0.000001312732,0.00004855637,0.00000410094,0.00003309455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2467642,"threshold_uncertainty_score":0.1911519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234293210844,"score_gpt":0.2520599399125814,"score_spread":0.2397170078041413,"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."}}