{"id":"W2746398143","doi":"10.1071/cp16401","title":"Insights into fighting against blackleg disease of Brassica napus in Canada","year":2017,"lang":"en","type":"article","venue":"Crop and Pasture Science","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canola Council of Canada; Saskatchewan Canola Development Commission","keywords":"Leptosphaeria maculans; Blackleg; Canola; Biology; Brassica; Agronomy; Biotechnology; Outbreak; Disease management; Plant disease resistance; Resistance (ecology); Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007296143,0.0000781923,0.0001051808,0.00001046086,0.0005532056,0.00009842224,0.0004106196,0.00001867485,0.000006601594],"category_scores_gemma":[0.0001000524,0.00003044714,0.00001739063,0.0001476188,0.0003494786,0.0001481669,0.0001062659,0.00005542161,7.962612e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002991436,"about_ca_system_score_gemma":0.0002521022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08538057,"about_ca_topic_score_gemma":0.8033447,"domain_scores_codex":[0.9992095,0.00001348846,0.0001116209,0.0002347333,0.0002412436,0.0001893609],"domain_scores_gemma":[0.9995298,0.000039663,0.00008766504,0.00009398469,0.00004447819,0.0002044489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004522434,0.00004378284,0.5071915,0.00004148794,0.000003639712,0.0000957896,0.0002330538,0.00002850383,0.420687,0.0003539982,0.0004805527,0.07079551],"study_design_scores_gemma":[0.00005887379,0.00001236775,0.9922577,0.00005932754,0.000002682241,2.552298e-7,0.0001266769,0.0001613053,0.002489411,0.0003573459,0.0043792,0.00009488608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971994,0.0008517388,3.020099e-7,0.0007209188,0.00008772685,0.00006106083,0.00002496839,0.000003315261,0.001050604],"genre_scores_gemma":[0.9995656,0.0001520961,0.00001438304,0.0001703031,0.00005030416,0.000001851849,0.000004908216,2.834952e-7,0.00004024722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7179642,"threshold_uncertainty_score":0.92071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00862009316392851,"score_gpt":0.2081136836724301,"score_spread":0.1994935905085016,"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."}}