{"id":"W1530004984","doi":"10.1017/s0007485312000065","title":"Determination of the influence of dispersion pattern of pesticide-resistant individuals on the reliability of resistance estimates using different sampling plans","year":2012,"lang":"en","type":"article","venue":"Bulletin of Entomological Research","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Biology; Sampling (signal processing); Pesticide; Resistance (ecology); Insecticide resistance; Pesticide resistance; Reliability (semiconductor); Chlorpyrifos; Dispersion (optics); Statistics; Toxicology; Ecology; Mathematics","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":[0.003427598,0.0001136967,0.0003197777,0.00003836866,0.0001383939,0.00000831885,0.000678088,0.0001207313,0.0005589772],"category_scores_gemma":[0.006229177,0.00003433486,0.0001263593,0.0003800346,0.0009688963,0.00002051087,0.000350468,0.0002963086,0.000001351905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003578911,"about_ca_system_score_gemma":0.00001902496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176175,"about_ca_topic_score_gemma":0.00006469526,"domain_scores_codex":[0.9967334,0.0008577342,0.0005678928,0.0001867686,0.001273543,0.0003806434],"domain_scores_gemma":[0.9897331,0.009102268,0.0003355258,0.0001921016,0.0005713339,0.00006569058],"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":[0.0002960342,0.000488479,0.4960071,0.000225358,0.000008275212,3.968386e-7,0.0002249248,0.0001086203,0.5001012,0.000865483,0.0000207949,0.001653358],"study_design_scores_gemma":[0.00007350736,0.0004453515,0.8599386,0.0003961646,0.00000959776,5.598076e-7,0.0001935673,0.00005935555,0.1376007,0.001182038,0.00005000631,0.00005057014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985579,0.0001171127,0.00001558996,0.0006009947,0.00001683182,0.0003838871,0.0001012441,0.000003180471,0.0002032392],"genre_scores_gemma":[0.9997323,0.00004186213,0.0001594785,0.000009130512,0.00002154302,0.00001003264,0.000004042974,0.000001265986,0.00002040712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3639315,"threshold_uncertainty_score":0.7457357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208507932334745,"score_gpt":0.3565187067200869,"score_spread":0.2356679134866124,"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."}}