{"id":"W2334042382","doi":"10.1007/s10658-016-0922-x","title":"Monitoring blackleg (Leptosphaeria spp.) ascospore release timing and quantity enables optimal fungicide application to improved oilseed rape yield and seed quality","year":2016,"lang":"en","type":"article","venue":"European Journal of Plant Pathology","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; National Research Centre","keywords":"Leptosphaeria maculans; Blackleg; Biology; Ascospore; Fungicide; Canker; Sclerotinia sclerotiorum; Horticulture; Agronomy; Yield (engineering); Growing season; Botany; Spore; Brassica","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068232,0.000148957,0.0002878534,0.00002243722,0.0001507902,0.00005405716,0.0001570312,0.00004897177,0.00002137744],"category_scores_gemma":[0.0001887976,0.00005907486,0.00006205119,0.00008393514,0.00007852104,0.0002297704,0.0001172782,0.0001448771,0.00001028104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009141689,"about_ca_system_score_gemma":0.000007163993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004076891,"about_ca_topic_score_gemma":0.00004827719,"domain_scores_codex":[0.9987265,0.0002727465,0.000403537,0.0002601869,0.00009674662,0.0002402433],"domain_scores_gemma":[0.9990472,0.000262551,0.0003618269,0.0000533351,0.00008397438,0.0001910894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002636061,0.00004352547,0.02186563,0.00001024848,0.00001063104,0.0001386087,0.00007237965,0.000002423222,0.9510682,0.00002524705,0.00002450013,0.02647497],"study_design_scores_gemma":[0.0004721053,0.0007008683,0.7909907,0.0001765547,0.00003248198,0.0004556916,0.0001722487,0.00001235615,0.2055579,0.00001711063,0.001166103,0.0002459317],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975277,0.0001359383,0.000913109,0.001015579,0.0001668673,0.00009623967,0.00006456098,0.0000186785,0.00006135098],"genre_scores_gemma":[0.9982952,0.0003316828,0.000803141,0.00008568543,0.0004302103,6.746031e-7,0.000003807266,0.000002645646,0.00004691195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.769125,"threshold_uncertainty_score":0.2409003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398497725844544,"score_gpt":0.2316009532529906,"score_spread":0.2076159759945452,"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."}}