{"id":"W4402697792","doi":"10.1093/jee/toae209","title":"Three-dimensional evaluation of the responses of two species of flies (Diptera) to an indoor light trap","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital","funders":"","keywords":"Calliphora vicina; Trap (plumbing); Biology; Musca; Calliphoridae; Muscidae; Zoology; Ecology; Larva; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001130253,0.0000693285,0.000251904,0.00005962069,0.00002409397,0.000009899043,0.0002382591,0.00005554849,0.0005149706],"category_scores_gemma":[0.00004140822,0.00002516656,0.0001652178,0.00007631163,0.00007492288,0.00009933196,0.00003581629,0.00008629282,0.000001545113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000440413,"about_ca_system_score_gemma":0.00006378341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412057,"about_ca_topic_score_gemma":0.001032234,"domain_scores_codex":[0.9990187,0.0001656709,0.0004883131,0.00008954594,0.0001506482,0.00008711465],"domain_scores_gemma":[0.9992896,0.0001748067,0.0002846341,0.00005368363,0.0001679453,0.00002927909],"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":[0.0002060604,0.00006042749,0.0103308,0.000004303346,0.00003367987,0.000001862855,0.0001688806,0.00003475264,0.9722583,0.002744503,0.0002138457,0.01394263],"study_design_scores_gemma":[0.0002992801,0.001657894,0.58196,0.00008470337,0.0001228779,0.00009548407,0.0001097079,0.0002468058,0.4058443,0.008917305,0.0005787332,0.00008290679],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979988,0.0003281974,0.000003047723,0.0009725808,0.0003512908,0.0001187411,0.0000245165,0.000004511093,0.0001982697],"genre_scores_gemma":[0.9996766,0.000008730664,0.00006938748,0.00004854316,0.0001411023,0.000003085933,0.000001109823,7.978639e-7,0.00005059413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5716292,"threshold_uncertainty_score":0.5638567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624690469373014,"score_gpt":0.315017792859572,"score_spread":0.2587708881658419,"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."}}