{"id":"W2097298673","doi":"10.1603/en13148","title":"Trap Designs for Monitoring <I>Drosophila suzukii</I> (Diptera: Drosophilidae)","year":2013,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Utah State University; Northwest Center for Small Fruits Research; U.S. Department of Agriculture","keywords":"Drosophila suzukii; Biology; PEST analysis; Drosophila (subgenus); Trap (plumbing); Drosophilidae; Integrated pest management; Crop; Invasive species; Horticulture; Ecology; Zoology; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001617842,0.0003055657,0.0003187762,0.00002766786,0.0002977833,0.00006401916,0.0003940788,0.0002797888,0.001524467],"category_scores_gemma":[0.000009842723,0.0001539944,0.00023063,0.00008212747,0.0001864443,0.0002206037,0.0001026149,0.0001487745,0.0002266667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168329,"about_ca_system_score_gemma":0.000003822676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005771793,"about_ca_topic_score_gemma":0.00002080966,"domain_scores_codex":[0.9982045,0.00008345883,0.0003403302,0.0005171058,0.0002217664,0.0006328622],"domain_scores_gemma":[0.9994357,0.0001509011,0.0001080866,0.0001284607,0.00001193823,0.0001648821],"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":[0.00002717695,0.0001918161,0.006740099,0.000002579912,0.00001413236,0.000009014117,0.000058676,8.672981e-7,0.9518534,0.0004892783,0.0002485818,0.04036437],"study_design_scores_gemma":[0.0006832182,0.001511284,0.8223095,0.00001401427,0.00006017205,0.00007039069,0.0000638696,0.00005752058,0.1560011,0.005399549,0.01320361,0.000625806],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969842,0.0003780035,0.00003543266,0.0005396021,0.0003080169,0.0009415966,0.00006660769,0.0001695702,0.0005769556],"genre_scores_gemma":[0.9970617,0.0001064439,0.0002991638,0.0002184329,0.000543319,0.0007092626,0.0001185502,0.000006277385,0.0009367968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8155694,"threshold_uncertainty_score":0.9993883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216814428818752,"score_gpt":0.2267430839022259,"score_spread":0.2050616410203507,"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."}}