{"id":"W1790567921","doi":"10.1002/ps.3833","title":"Insecticide resistance and cross‐resistance development in Colorado potato beetle <i>Leptinotarsa decemlineata</i> Say (Coleoptera: Chrysomelidae) populations in Canada 2008–2011","year":2014,"lang":"en","type":"article","venue":"Pest Management Science","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Clothianidin; Thiamethoxam; Leptinotarsa; Imidacloprid; Neonicotinoid; Biology; Colorado potato beetle; Toxicology; PEST analysis; Botany; Agronomy; Pesticide","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005909265,0.0002123207,0.0001848286,0.000143954,0.0002614793,0.00009110369,0.0004476629,0.00005034709,0.00001136874],"category_scores_gemma":[0.00006853964,0.0002304725,0.00001946489,0.0005060598,0.0002125321,0.00002586166,0.0002348497,0.0001006155,0.000007445425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002909667,"about_ca_system_score_gemma":0.0004630257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0278078,"about_ca_topic_score_gemma":0.9618443,"domain_scores_codex":[0.9978415,0.00004707017,0.0004241606,0.0007060947,0.0004082916,0.0005728203],"domain_scores_gemma":[0.9992363,0.00001666209,0.0001122495,0.0004327142,0.00008110458,0.0001209569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001897293,0.0001234568,0.9813137,0.0002031939,0.00001469535,0.00005296371,0.0002335932,0.00235537,0.009534489,0.001763305,0.002227265,0.001988233],"study_design_scores_gemma":[0.0006460664,0.00002474412,0.9482108,0.00006419822,0.000005468563,0.000001824057,0.0000652637,0.0001482727,0.00829847,0.0001719521,0.04203422,0.0003286739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906908,0.0006852349,0.0005268324,0.000234875,0.0001629947,0.000339893,0.000006567205,0.000007526552,0.007345248],"genre_scores_gemma":[0.9896188,0.0001604117,0.007071363,0.0006700031,0.00003383917,0.00006430562,0.00002102871,0.00001366683,0.002346546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9340365,"threshold_uncertainty_score":0.9786661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009570800126430728,"score_gpt":0.2385798155286676,"score_spread":0.2290090154022368,"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."}}