{"id":"W3133294584","doi":"10.3390/insects12020159","title":"Operational Parameters for the Aerial Release of Sterile Codling Moths Using an Uncrewed Aircraft System","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"International Atomic Energy Agency","keywords":"Codling moth; Biology; Sterile insect technique; PEST analysis; Integrated pest management; Aerial application; Mating disruption; Pest control; Biological pest control; Horticulture; Lepidoptera genitalia; Toxicology; Agronomy; Pesticide; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002894817,0.0003144781,0.0001784674,0.0002422814,0.000176946,0.0002531974,0.0002406007,0.0001505291,0.00137167],"category_scores_gemma":[0.0006426858,0.00006898723,0.0001526712,0.0001195135,0.0001162956,0.0001946533,0.0001675811,0.0001669246,0.0002446006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003323906,"about_ca_system_score_gemma":0.0002151939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947914,"about_ca_topic_score_gemma":0.003785738,"domain_scores_codex":[0.9998682,0.00001831354,0.00001564124,0.00002474932,0.00004837324,0.00002470955],"domain_scores_gemma":[0.9996525,0.0001043809,0.00007561086,0.00002344545,0.00009897733,0.00004509964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002986924,0.0006860148,0.03485889,0.000577732,0.00006325484,0.0001906682,0.0003925383,0.01304588,0.8915023,0.0001466114,0.0006104018,0.05493873],"study_design_scores_gemma":[0.0003731337,0.02747442,0.3242305,0.000114455,0.0003331501,0.0005489679,0.000961281,0.05620592,0.5818015,0.0001697205,0.007641912,0.0001450981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961424,0.0001729035,0.002590515,0.00001471065,0.00001008078,0.0001030909,0.0002617279,0.00006133519,0.0006432034],"genre_scores_gemma":[0.9967453,0.00009008759,0.002420277,0.0000123322,0.000001489113,0.00006206528,0.0003609953,0.000008625201,0.00029875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002947914,"threshold_uncertainty_score":0.005861521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946994970662668,"score_gpt":0.2443422962685092,"score_spread":0.2048723465618826,"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."}}