{"id":"W7100581094","doi":"","title":"Insects and Diseases PS&C Prairie Soils & Crops Journal Managing the ascochyta blight complex on field pea in western Canada","year":2015,"lang":"en","type":"article","venue":"","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ascochyta; Blight; Field pea; Cultivar; Mycosphaerella; Fungicide; Cropping","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001714028,0.0002104731,0.0001054802,0.0006550436,0.002346436,0.0009277447,0.0005297879,0.000203387,0.00339202],"category_scores_gemma":[0.0003122849,0.0001315591,0.00006891885,0.0006474766,0.0004549645,0.0003118404,0.0003760461,0.0003714658,0.000327919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065856,"about_ca_system_score_gemma":0.01585822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9640924,"about_ca_topic_score_gemma":0.9939008,"domain_scores_codex":[0.9998081,0.00001138869,0.000004844768,0.00001997921,0.00008444992,0.00007108786],"domain_scores_gemma":[0.9994625,0.00001914024,0.00005736146,0.000009622323,0.0002232814,0.0002281674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003894445,0.0006328728,0.5294393,0.0004938916,0.00009308338,0.002717689,0.003465943,0.001455203,0.04897462,0.001500852,0.03572242,0.3751146],"study_design_scores_gemma":[0.00001931471,0.0001768652,0.9363447,0.00008709946,0.0000295264,0.0005636942,0.005647141,0.0009302205,0.002374376,0.0001273634,0.05367102,0.00002871551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520906,0.00508872,0.0004924855,0.002294737,0.00003489389,0.0001551056,0.001118862,0.0001133209,0.03861135],"genre_scores_gemma":[0.961751,0.004060423,0.001926211,0.0004095797,0.00001455336,0.00002111965,0.0006585254,0.00001700855,0.03114153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03590763,"threshold_uncertainty_score":0.07733363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06038465973979072,"score_gpt":0.2446158959195405,"score_spread":0.1842312361797498,"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."}}