{"id":"W2023270829","doi":"10.1016/j.ibmb.2014.03.012","title":"Molecular biology of insect sodium channels and pyrethroid resistance","year":2014,"lang":"en","type":"article","venue":"Insect Biochemistry and Molecular Biology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":560,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Institute of General Medical Sciences","keywords":"Knockdown resistance; Sodium channel; Pyrethroid; Biology; Insect; Gene knockdown; Genetics; Sodium; Gene; Computational biology; Botany; Pesticide; Ecology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002213602,0.0001713824,0.0002093038,0.0002516439,0.0002761853,0.000718564,0.0003652354,0.00071864,0.0008780835],"category_scores_gemma":[0.00022706,0.000164822,0.0001441496,0.000121061,0.0005577251,0.001237272,0.0002568288,0.0006893126,0.0001453381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007980266,"about_ca_system_score_gemma":0.0002712622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009355966,"about_ca_topic_score_gemma":0.000961374,"domain_scores_codex":[0.9998922,0.00001663191,0.00000792739,0.00001808712,0.00003669876,0.00002836809],"domain_scores_gemma":[0.999868,0.00002938914,0.00004574224,0.000009356603,0.00002109006,0.00002628006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003471175,0.00004613673,0.001378518,0.00006772244,0.00001362785,0.0004274679,0.00009400322,0.0005729928,0.9805881,0.01024628,0.0002060227,0.006012062],"study_design_scores_gemma":[0.0002738961,0.0008837092,0.08235498,0.00005788549,0.00009262222,0.004280511,0.0007982703,0.0315732,0.8325002,0.02723997,0.01986759,0.00007721721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753039,0.009964031,0.004643421,0.002761561,0.00008628689,0.00002000135,0.00007155319,0.0001166669,0.007032374],"genre_scores_gemma":[0.9936675,0.003297278,0.0006021204,0.0001623517,0.00003527783,0.00000738682,0.00005137812,0.000005471172,0.002171134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009355966,"threshold_uncertainty_score":0.005790174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632356322062933,"score_gpt":0.2628457461989552,"score_spread":0.2465221829783258,"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."}}