{"id":"W7161843574","doi":"10.82308/40100","title":"Phenotypic and genomic diversity of Sclerotinia sclerotiorum L. de Bary in Canada.","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sclerotinia sclerotiorum; Population; Pathogenicity; Genetic inheritance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001879819,0.0002904703,0.0003169895,0.001333051,0.001589303,0.0009007247,0.0003325504,0.0003078784,0.001165246],"category_scores_gemma":[0.0002362793,0.0001975025,0.0002448855,0.002161778,0.0005131001,0.0001236155,0.0003749709,0.0002548953,0.0002397495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00828887,"about_ca_system_score_gemma":0.006860353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9537067,"about_ca_topic_score_gemma":0.9874187,"domain_scores_codex":[0.9996043,0.00001507945,0.000009068259,0.0001024528,0.0001574909,0.0001116386],"domain_scores_gemma":[0.9996289,0.00001962238,0.00003533797,0.00001050861,0.0002194255,0.00008619393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005510672,0.0001120578,0.5378569,0.0001983216,0.0001203428,0.0007937009,0.006117315,0.0003635646,0.4067213,0.0006196101,0.001039339,0.04550653],"study_design_scores_gemma":[0.000004375936,0.00004076447,0.9930242,0.000008852338,0.00002057504,0.0001154024,0.001533754,0.0001599356,0.001713845,0.00001914934,0.003347131,0.00001196523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993071,0.0005271796,0.0004136534,0.00008664345,0.000006245382,0.00004178044,0.003006249,0.00001973742,0.002827441],"genre_scores_gemma":[0.9895092,0.0003984304,0.0009349615,0.0001037865,0.000002029328,0.00002085103,0.002820166,0.00001258816,0.006198027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04629326,"threshold_uncertainty_score":0.09313172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122092437170408,"score_gpt":0.1713114097795521,"score_spread":0.160090485407848,"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."}}