{"id":"W2004790821","doi":"10.1007/s11306-011-0340-1","title":"Chemotaxonomy of fungi in the Rhizoctonia solani species complex performing GC/MS metabolite profiling","year":2011,"lang":"en","type":"article","venue":"Metabolomics","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Rhizoctonia solani; Metabolomics; Biology; Metabolite; Metabolite profiling; Chemotaxonomy; Botany; Computational biology; Biochemistry; Taxonomy (biology); Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003570272,0.0001406454,0.0002677459,0.0000162969,0.00009092937,0.00002472429,0.0003945606,0.00005687355,0.0002075102],"category_scores_gemma":[0.00001840586,0.0000491826,0.0001097766,0.0002510173,0.00007414282,0.00007816582,0.00005201623,0.0001079517,0.00001444597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007282924,"about_ca_system_score_gemma":0.0000125259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009035252,"about_ca_topic_score_gemma":0.0001901509,"domain_scores_codex":[0.9989995,0.00007155805,0.0002861061,0.000188856,0.000170165,0.0002837713],"domain_scores_gemma":[0.9996148,0.00008876201,0.0001177357,0.00009174374,0.00004178059,0.00004517419],"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":[0.000182793,0.0003231169,0.173368,0.0000449076,0.00005984581,0.00001093213,0.001040463,0.000004638279,0.7825006,0.007135279,0.0002306041,0.03509886],"study_design_scores_gemma":[0.0001703855,0.00004104463,0.8778514,0.0000121221,0.00004619077,0.000005107934,0.001278721,0.0001825574,0.06444824,0.000484308,0.05529658,0.0001833532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924212,0.001807996,0.000007911592,0.00006557118,0.00004741905,0.0004079461,0.0001297745,0.00001477672,0.005097402],"genre_scores_gemma":[0.9967753,0.0006077346,0.002152692,0.0001609699,0.0001253199,0.00003899589,0.00006606811,0.000001121378,0.00007181711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7180523,"threshold_uncertainty_score":0.2272091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0702352644030926,"score_gpt":0.2193723182252197,"score_spread":0.1491370538221271,"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."}}