{"id":"W2793065559","doi":"10.1080/07060661.2018.1441185","title":"Lentil anthracnose: epidemiology, fungicide decision support system, resistance and pathogen races","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Fungicide; Horticulture; Inoculation; Pathogen; Agronomy; Veterinary medicine; Botany; Genetics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004282446,0.0002140242,0.0001420958,0.0004033472,0.00009600752,0.0004521919,0.0001759728,0.0001562774,0.0008518383],"category_scores_gemma":[0.0007194349,0.00005495747,0.0001069448,0.0002595079,0.00006939274,0.0001998899,0.0001408381,0.0001115691,0.0001415653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698407,"about_ca_system_score_gemma":0.0004504773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008190845,"about_ca_topic_score_gemma":0.004502377,"domain_scores_codex":[0.9998586,0.00004390159,0.00001284073,0.00003580212,0.00003139468,0.00001738907],"domain_scores_gemma":[0.9995916,0.0001467174,0.00008770153,0.00002145209,0.00009154013,0.00006098388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002992616,0.001621614,0.4017554,0.0004087791,0.000182665,0.0005513066,0.0003309046,0.0685814,0.1855591,0.001084633,0.002081965,0.3348495],"study_design_scores_gemma":[0.0001388291,0.001746297,0.4525791,0.00003950268,0.0001303793,0.0005330187,0.0003119067,0.4927148,0.04734189,0.0006216988,0.003792337,0.00005021481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844296,0.00019953,0.01192403,0.00008935985,0.000004458016,0.0001137685,0.0005517484,0.0009575341,0.001729943],"genre_scores_gemma":[0.991353,0.00005379923,0.007378724,0.00001276505,0.000003796856,0.00002249761,0.0004904305,0.000004928242,0.0006801551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008190845,"threshold_uncertainty_score":0.01628631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176891670177698,"score_gpt":0.2139320769183914,"score_spread":0.1921631602166144,"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."}}