{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003670818,0.0004420215,0.0004249178,0.002896481,0.001335032,0.00175506,0.0005586639,0.0004752353,0.003087352],"category_scores_gemma":[0.0004964962,0.0001477249,0.0002528184,0.004463301,0.0005724574,0.0005872583,0.000360438,0.000685295,0.0004309665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01236373,"about_ca_system_score_gemma":0.03088872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8194039,"about_ca_topic_score_gemma":0.9321944,"domain_scores_codex":[0.9997212,0.00001651385,0.00001543688,0.00003150698,0.0001555302,0.00005970882],"domain_scores_gemma":[0.9995266,0.00004491242,0.00004512632,0.000005264274,0.0003031945,0.00007481668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001318426,0.00009393448,0.005674537,0.01479989,0.0001109122,0.001525249,0.003310058,0.001295126,0.02609254,0.01191958,0.04722778,0.8878185],"study_design_scores_gemma":[0.000008329638,0.00006751716,0.02385626,0.003507347,0.0001635857,0.0004872254,0.002098016,0.0001825819,0.002551121,0.001191917,0.9658484,0.00003762633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01227382,0.9470102,0.0006085392,0.004118527,0.0002100791,0.00002704678,0.0006137266,0.000050752,0.03508725],"genre_scores_gemma":[0.0486312,0.9387199,0.001286388,0.0009968107,0.00003962761,0.00001163705,0.0005093226,0.00001408694,0.00979091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1805961,"threshold_uncertainty_score":0.3633192,"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."}}