{"id":"W3202431500","doi":"10.3390/polym13193288","title":"Conductometric Immunosensor for Escherichia coli O157:H7 Detection Based on Polyaniline/Zinc Oxide (PANI/ZnO) Nanocomposite","year":2021,"lang":"en","type":"article","venue":"Polymers","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Jordan University of Science and Technology","keywords":"Detection limit; Polyaniline; Escherichia coli; Zinc; Materials science; Chromatography; Chemistry; Polymer; Biochemistry","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":[0.0003171355,0.0006900511,0.0004481567,0.0005118981,0.0001476408,0.0002266636,0.000470294,0.0004886839,0.0002653105],"category_scores_gemma":[0.0003297281,0.0003439072,0.0002530196,0.0003040261,0.0002631671,0.0003615485,0.0002969619,0.0004486912,0.0001346033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017799,"about_ca_system_score_gemma":0.0002179131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005047101,"about_ca_topic_score_gemma":0.0009709996,"domain_scores_codex":[0.9996541,0.00003872744,0.00001733143,0.00009973989,0.0001632901,0.00002692098],"domain_scores_gemma":[0.99985,0.00003926687,0.00003021787,0.000007403582,0.00005447122,0.000018514],"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":[0.00001457901,0.00001280099,0.0001042438,0.00004248488,0.000002650142,0.00002486324,0.000006127337,0.00006521215,0.9979091,0.0000228713,0.00001486012,0.001780116],"study_design_scores_gemma":[0.000009661552,0.0002148547,0.001631945,0.000004366797,0.00001664623,0.0002217527,0.00001586956,0.003611669,0.9933536,0.00003398551,0.0008731004,0.00001255106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.771436,0.005054749,0.2183272,0.0002326265,0.0002563708,0.00026187,0.0002795138,0.001096411,0.003055219],"genre_scores_gemma":[0.8953434,0.0025637,0.09923457,0.0001260825,0.0000544312,0.0001522284,0.0002584506,0.0000259036,0.002241137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006900511,"threshold_uncertainty_score":0.002189577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131639537102181,"score_gpt":0.2688755018716669,"score_spread":0.2575591065006451,"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."}}