{"id":"W3094906062","doi":"10.14447/jnmes.v23i3.a02","title":"Enterotoxigenic Escherichia Coli Detection Using the Design of a Biosensor","year":2020,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microelectrode; Plasma-enhanced chemical vapor deposition; Materials science; Biosensor; Biocompatibility; Escherichia coli; Enterotoxigenic Escherichia coli; Nanotechnology; Silane; Optoelectronics; Thin film; Chemistry; Electrode; Composite material; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000130065,0.0001667382,0.0004611866,0.0000361215,0.000027004,0.00003326141,0.0002860432,0.0001511635,0.000004153102],"category_scores_gemma":[0.0003316502,0.0001170504,0.0001120007,0.0001809994,0.00003589881,0.00008083283,0.00001950946,0.0001650655,9.11796e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590513,"about_ca_system_score_gemma":0.00001718187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003323874,"about_ca_topic_score_gemma":9.521342e-8,"domain_scores_codex":[0.9986897,0.00003289152,0.0007065455,0.00009991819,0.0002150297,0.0002559237],"domain_scores_gemma":[0.9991826,0.000117463,0.0003656201,0.00011028,0.0001357971,0.00008818966],"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":[0.0002561251,0.000007271046,9.128114e-7,0.0001608021,0.00009278662,0.000001028435,0.00004864546,0.005389595,0.9938174,0.0000105143,0.0001529985,0.00006190799],"study_design_scores_gemma":[0.0004291143,0.0002539105,7.173996e-7,0.00006181634,0.00005645676,0.00005816234,0.00006384511,0.007906593,0.9903066,0.0001583277,0.000593223,0.0001112365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7684741,0.000417452,0.230367,0.00005987109,0.0002249294,0.0003765942,0.000004220715,0.00007399053,0.000001797819],"genre_scores_gemma":[0.9971946,0.0000500284,0.002192427,0.0000190586,0.0004919611,0.000010332,5.291253e-7,0.00003848858,0.000002565735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2287205,"threshold_uncertainty_score":0.4773176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421071940970524,"score_gpt":0.2427554364127817,"score_spread":0.2085447170030764,"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."}}