{"id":"W4297120476","doi":"10.21273/horttech05063-22","title":"Farm-level Losses and Grower Willingness to Try Management Strategies for Swede Midge in Vegetable Crops","year":2022,"lang":"en","type":"article","venue":"HortTechnology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Midge; Integrated pest management; Agricultural science; Biopesticide; PEST analysis; Agronomy; Biology; Agroforestry; Pesticide; Larva; Ecology; Horticulture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009581882,0.00009195189,0.0001360148,0.00004046834,0.0002388444,0.00004172745,0.000184217,0.00005834556,0.0001383576],"category_scores_gemma":[0.000005931453,0.0000451466,0.00002956951,0.0002393399,0.00002900722,0.00006564209,0.0001321752,0.0001259937,0.000004550136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002544694,"about_ca_system_score_gemma":0.000005299979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004229724,"about_ca_topic_score_gemma":0.01219944,"domain_scores_codex":[0.9992738,0.00001795326,0.0001397989,0.0002520372,0.00006624337,0.0002502089],"domain_scores_gemma":[0.999823,0.00005225412,0.00003352697,0.00005076971,0.00001876706,0.0000216801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008920993,0.000915528,0.02924333,0.0001009455,0.0001624006,0.0002243332,0.0005013712,0.0005492081,0.3040329,0.2556271,0.003672573,0.4040783],"study_design_scores_gemma":[0.0008776751,0.00139315,0.2310716,0.00002882763,0.00003774989,0.0001520859,0.01538092,0.0003413315,0.00340169,0.02129314,0.7254134,0.0006084552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957109,0.0001798869,0.0001419325,0.00234253,0.0001702543,0.0003726613,0.00009394973,0.00006397175,0.0009238782],"genre_scores_gemma":[0.998076,0.00002957297,0.0001733216,0.0004247097,0.00003264864,0.0005102479,0.0000256601,0.000001100872,0.0007267938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7217408,"threshold_uncertainty_score":0.6807573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853020337910276,"score_gpt":0.2266892423611701,"score_spread":0.2081590389820673,"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."}}