{"id":"W3021575216","doi":"10.1109/lsens.2020.2991132","title":"Dissolved Oxygen MEMS Sensor With Enhanced Sensing Current","year":2020,"lang":"en","type":"article","venue":"IEEE Sensors Letters","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Capacitive sensing; Amperometry; Microelectromechanical systems; Capacitive coupling; Electrode; Oxygen sensor; Current (fluid); Materials science; Coupling (piping); Analytical Chemistry (journal); Electrochemical cell; Electrochemical gas sensor; Electrical engineering; Optoelectronics; Electrochemistry; Chemistry; Oxygen; Voltage; Engineering; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005199415,0.0004008658,0.0004373006,0.00003423589,0.00009197157,0.00004509227,0.0001889957,0.0001060125,0.00009846839],"category_scores_gemma":[0.0001277973,0.0003461305,0.0001769889,0.0003161249,0.0001340429,0.00009476232,0.00002960043,0.0005939232,0.0002328692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007225244,"about_ca_system_score_gemma":0.00001412937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006724552,"about_ca_topic_score_gemma":7.142256e-7,"domain_scores_codex":[0.9979572,0.0000294341,0.0003633959,0.0006090897,0.0004144879,0.000626448],"domain_scores_gemma":[0.9988998,0.0001478184,0.00009558414,0.0003174907,0.0000586205,0.0004807166],"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":[0.0001190627,0.0000173919,0.00001609025,0.0001030567,0.00008790954,0.0001094232,0.0005489372,0.01998613,0.9773534,0.000007987613,0.001261989,0.0003886216],"study_design_scores_gemma":[0.0006946932,0.00003041123,0.00002155589,0.00008501605,0.00009043249,0.00001869426,0.0001747013,0.05872176,0.9352651,0.000003437958,0.004277587,0.0006166112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616278,0.00002993848,0.02929791,0.007523654,0.0001645361,0.0001495825,0.00001810895,0.0003628743,0.0008256303],"genre_scores_gemma":[0.9952288,0.000009368373,0.001312265,0.002238384,0.0008235045,0.000002030191,0.00002136723,0.00007749011,0.0002868522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0420883,"threshold_uncertainty_score":0.9998991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782183155089125,"score_gpt":0.2252131672856262,"score_spread":0.207391335734735,"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."}}