{"id":"W4388143767","doi":"10.1079/planthealthcases.2023.0002","title":"Management of the Orange Blossom Wheat Midge, <i>Sitodiplosis mosellana</i> , in Western Canada","year":2023,"lang":"en","type":"article","venue":"Plant Health Cases","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Midge; Orange (colour); Biology; Horticulture; Botany; Agronomy; Gall","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001501887,0.00007853748,0.0001527478,0.000009166552,0.0001086462,0.000007500496,0.0001555352,0.00003092686,0.00002248623],"category_scores_gemma":[0.000003031393,0.00002722057,0.00002932284,0.0003273316,0.00001969536,0.000008795289,0.00006187015,0.00005587605,0.000005692027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002431947,"about_ca_system_score_gemma":0.00003120727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3280317,"about_ca_topic_score_gemma":0.894325,"domain_scores_codex":[0.9991469,0.00007186213,0.0001993772,0.0001495925,0.0001566634,0.0002755667],"domain_scores_gemma":[0.9997012,0.0001178179,0.00005448539,0.00005534024,0.00001085486,0.0000602822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001265544,0.0002537853,0.8333585,0.000596048,0.00004631714,0.001378497,0.0004638988,0.0001006218,0.01689629,0.0002752559,0.08469988,0.06180441],"study_design_scores_gemma":[0.0001626531,0.0001496071,0.9433655,0.0001481259,0.000007876538,0.00004382685,0.0003624986,0.00002382799,0.001900462,0.00005003606,0.05366104,0.0001245193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921017,0.0006480296,2.605046e-8,0.006054833,0.0002257058,0.0001802886,0.0005720701,0.0000136457,0.0002037004],"genre_scores_gemma":[0.9973173,0.001316697,0.000004228716,0.000845567,0.0000579897,0.00001004518,0.00009789443,6.603608e-7,0.0003496744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5662933,"threshold_uncertainty_score":0.676443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141328824667797,"score_gpt":0.235038698787655,"score_spread":0.203625410540977,"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."}}