{"id":"W2622977669","doi":"","title":"Application of the Sterile Insect Technique to Control American Serpentine Leafminer, Liriomyza trifolii (Burgess) (Diptera: Agromyzidae), in Ornamental Greenhouses","year":2015,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agromyzidae; Ornamental plant; Greenhouse; Agriculture; Biology; Agricultural science; Geography; Horticulture; PEST analysis; Agroforestry; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000154147,0.0001868269,0.0001179094,0.0001526511,0.0001890442,0.0001294559,0.0002153026,0.0001130716,0.000500856],"category_scores_gemma":[0.0000954,0.00005128889,0.0001332372,0.00006720386,0.0001030514,0.00009762534,0.0001109148,0.0002015542,0.00008559672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195315,"about_ca_system_score_gemma":0.0003296083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005494903,"about_ca_topic_score_gemma":0.01691324,"domain_scores_codex":[0.9999244,0.00001364803,0.000003907029,0.00001916973,0.00002456166,0.00001431866],"domain_scores_gemma":[0.9999229,0.000009371138,0.00002739116,0.000004968542,0.00001709994,0.00001832136],"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":[0.0001861329,0.0001893515,0.006999923,0.00009167512,0.00001181718,0.00007807899,0.0002105757,0.000167657,0.9675606,0.00006773354,0.0001222431,0.02431423],"study_design_scores_gemma":[0.0001085267,0.02035161,0.3852853,0.00006021681,0.0001259501,0.0006680394,0.001310758,0.001948998,0.5742326,0.00008673671,0.01578738,0.00003405337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980909,0.0002904126,0.0005536987,0.00004637146,0.000004269167,0.00003792735,0.00004470366,0.000020081,0.0009116217],"genre_scores_gemma":[0.9932701,0.0006382721,0.003782074,0.0000595112,0.000003702081,0.00004522868,0.0001772004,0.000005247196,0.002018705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005494903,"threshold_uncertainty_score":0.01092583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284685044967917,"score_gpt":0.2236417771708601,"score_spread":0.2107949267211809,"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."}}