{"id":"W1965835661","doi":"10.1111/j.1439-0329.2009.00597.x","title":"Rapid differentiation of <i>Ophiostoma ulmi</i> and <i>Ophiostoma novo‐ulmi</i> isolates by matrix‐assisted‐laser‐desorption/ionization time‐of‐flight/time‐of‐flight mass spectrometry","year":2009,"lang":"en","type":"article","venue":"Forest Pathology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Forest Research Institute; University of Toronto","funders":"","keywords":"Biology; Dutch elm disease; Ophiostoma; Mass spectrometry; Botany; Matrix (chemical analysis); Chromatography; Chemistry; Fungus","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000320845,0.0002693321,0.0004756578,0.0002039183,0.0000896727,0.00002478285,0.0002336794,0.0003928977,0.0001018238],"category_scores_gemma":[0.0002560704,0.0002732557,0.0001403642,0.000365191,0.0002094934,0.00002643477,0.0000768272,0.0001122144,0.00001822316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001755395,"about_ca_system_score_gemma":0.00004514488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006451299,"about_ca_topic_score_gemma":0.000008916148,"domain_scores_codex":[0.9979826,0.0002054266,0.0008297508,0.0005376125,0.0001617961,0.0002828024],"domain_scores_gemma":[0.9983537,0.0000613011,0.0006643688,0.0005227579,0.0003071983,0.00009063664],"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":[0.0001781891,0.000266565,0.009723885,0.00007383624,0.00003433752,0.000002508482,0.0000791805,0.000009954382,0.9881157,0.0001300072,0.0005535292,0.0008323679],"study_design_scores_gemma":[0.001110337,0.001207015,0.1362243,0.00005452347,0.00009415633,0.00008075864,0.00002660003,0.0004914984,0.859493,0.0004344927,0.0004680374,0.0003152744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953092,0.0008447677,0.002726957,0.0002293177,0.0001610963,0.0003125932,0.0001750324,0.00003589896,0.0002051285],"genre_scores_gemma":[0.9958045,0.0002869363,0.0020246,0.00009180423,0.0001051049,0.00000821987,0.00121674,0.00002913858,0.0004329414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1286227,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005148600362980428,"score_gpt":0.2149281098733283,"score_spread":0.2097795095103479,"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."}}