{"id":"W2050080987","doi":"10.1080/07060660709507484","title":"Pathogenic variability of<i>Leptosphaeria maculans</i>in western Canada","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Saskatchewan Canola Development Commission","keywords":"Leptosphaeria maculans; Canola; Blackleg; Virulence; Biology; Brassica; Pathogenicity; Veterinary medicine; Botany; Microbiology; Genetics; Gene; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025381,0.00009258718,0.0002562504,0.00004729663,0.00006446045,0.000009920838,0.0002621609,0.00009254963,0.0002557382],"category_scores_gemma":[0.0001244742,0.00004343948,0.00006322645,0.0001629715,0.00005569631,0.00006423134,0.00001131528,0.0002676075,0.000001937929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444165,"about_ca_system_score_gemma":0.0004550843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6121544,"about_ca_topic_score_gemma":0.9967536,"domain_scores_codex":[0.9988542,0.0001526146,0.0004879251,0.00009875033,0.00007841646,0.0003280955],"domain_scores_gemma":[0.9990783,0.00028265,0.0002327787,0.00005124632,0.00009603634,0.0002590117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007186992,0.00003849171,0.592236,0.000006905378,0.00001689862,0.003237437,0.0001000403,0.00001088646,0.3962212,0.00005277864,0.001301757,0.006705656],"study_design_scores_gemma":[0.0001445569,0.0001367143,0.9450713,0.00003379055,0.000009569609,0.003202382,0.0001720899,0.000002185034,0.003231734,0.00006539942,0.04782709,0.0001031443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977664,0.0001750069,0.00001438069,0.0002798479,0.0005845553,0.00005272472,0.0008815646,0.000001508084,0.0002440333],"genre_scores_gemma":[0.9995285,0.00002049434,0.00005526156,0.000231327,0.00007927183,3.597509e-7,0.00005004786,6.649444e-7,0.00003406128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3929895,"threshold_uncertainty_score":0.3904283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093759143796223,"score_gpt":0.1947391791537535,"score_spread":0.1838015877157913,"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."}}