{"id":"W4308719908","doi":"10.3390/s22218492","title":"Molecularly Imprinted Polymer-Modified Microneedle Sensor for the Detection of Imidacloprid Pesticides in Food Samples","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Imidacloprid; Molecularly imprinted polymer; Pesticide; Chromatography; Environmental chemistry; Nanotechnology; Materials science; Chemistry; Organic chemistry; Selectivity; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003496764,0.00009478843,0.0001354448,0.00003236115,0.0002996565,0.00002163733,0.0002074055,0.00003930216,0.0001612387],"category_scores_gemma":[0.0001307824,0.00003798678,0.0001047531,0.000386708,0.0000644578,0.00001932476,0.00008276306,0.0001723946,0.000001783473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003499139,"about_ca_system_score_gemma":0.00001265235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485817,"about_ca_topic_score_gemma":0.001345818,"domain_scores_codex":[0.9989762,0.0001453719,0.000197817,0.0001832863,0.0002141914,0.0002831092],"domain_scores_gemma":[0.9988845,0.0008866619,0.00006762738,0.00006363821,0.00006272863,0.00003486208],"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":[0.0001645246,0.00004432909,0.0007285502,0.000007901175,0.00001537717,0.000001681462,0.000177155,0.0003164801,0.9854574,0.0001822672,0.000002983863,0.01290131],"study_design_scores_gemma":[0.0003553548,0.001149374,0.09604823,0.000007598366,0.00001668233,0.00002374312,0.0028946,0.004008552,0.8934964,0.0006777857,0.00112862,0.0001930752],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982811,0.000376001,0.000105027,0.0005198076,0.00008638764,0.0004086536,0.0001052875,0.00002018876,0.00009754605],"genre_scores_gemma":[0.9996594,0.00001396878,0.00003678789,0.00004807389,0.00006513883,0.00006645423,0.00001857959,0.000001781347,0.000089778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09531968,"threshold_uncertainty_score":0.3757828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756685151657242,"score_gpt":0.2504292159988685,"score_spread":0.2128623644822961,"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."}}