{"id":"W2288254786","doi":"","title":"Novaluron: Prospects and Limitations in Insect Pest Management †","year":2007,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Novaluron; Insect growth regulator; Semiochemical; Integrated pest management; Toxicology; Pest control; Broad spectrum; Biology; Pesticide; PEST analysis; Insect; Ecology; Chemistry; Botany","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":[0.0002898937,0.00005610275,0.00007980994,0.00002178088,0.0001491894,0.00001225752,0.0001876091,0.00003140174,0.00003604279],"category_scores_gemma":[0.00001064425,0.00002571392,0.00003139806,0.0003091988,0.0001034374,0.0001000642,0.00007800491,0.00006654603,0.000009627212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001873402,"about_ca_system_score_gemma":0.000003376996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008258758,"about_ca_topic_score_gemma":0.01867855,"domain_scores_codex":[0.9995549,0.00002655504,0.00006210426,0.0001124267,0.0001008476,0.0001432176],"domain_scores_gemma":[0.999689,0.0001643761,0.00004828829,0.00004260617,0.00002999634,0.00002576588],"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":[0.0005435256,0.0002735978,0.03791368,0.00006589212,0.00008319232,0.000204611,0.004580586,0.00005122947,0.7402724,0.05959398,0.0005202449,0.155897],"study_design_scores_gemma":[0.0002186708,0.0001017066,0.9900357,0.000006881828,0.00001222263,0.000004204977,0.005632604,0.00002782812,0.00004871806,0.001168157,0.002683087,0.00006028848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726287,0.00009160347,0.00001010621,0.001902006,0.0000307798,0.0001763423,0.00000297544,0.00001941366,0.02513814],"genre_scores_gemma":[0.9990712,0.00007623928,0.0001220331,0.00003508208,0.00002867517,1.279308e-7,0.000003636244,3.265763e-7,0.0006626699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.952122,"threshold_uncertainty_score":0.999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461822091230411,"score_gpt":0.198910185575555,"score_spread":0.1642919646632509,"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."}}