{"id":"W2354588487","doi":"","title":"A Portable Concentration Detector of Hydrogen Peroxide Based on Electrochemistry","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrogen peroxide; Reagent; Detector; Electrochemistry; SIGNAL (programming language); Current (fluid); Computer science; Materials science; Analytical Chemistry (journal); Chemistry; Electrode; Chromatography; Telecommunications; Electrical engineering; Organic chemistry; Physical chemistry","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":[0.000009122453,0.000106541,0.0001095981,0.00002538985,0.0000255853,0.000006999408,0.0001661375,0.00007597265,0.000008105233],"category_scores_gemma":[8.120849e-7,0.0001156702,0.00003998928,0.0001752111,0.00002353871,0.00002842562,0.000006097452,0.0001068508,0.000009522444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006425279,"about_ca_system_score_gemma":0.000004371515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.466701e-7,"about_ca_topic_score_gemma":1.518344e-7,"domain_scores_codex":[0.9994529,0.000001836002,0.000165171,0.0001511535,0.00006440167,0.0001645726],"domain_scores_gemma":[0.9996567,0.00002305406,0.0000330763,0.0002291307,0.00002683078,0.00003121558],"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":[0.000001979522,0.00002992346,0.00001062899,0.00001267963,0.000004346798,2.18022e-7,0.000004756345,0.01369567,0.9670801,0.000107459,0.0001642179,0.01888808],"study_design_scores_gemma":[0.0001343761,0.00001960201,0.00005757706,0.000008878856,0.000005181674,0.000001762037,0.000002188999,0.01302424,0.9764337,0.0006347369,0.009573248,0.0001044978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4741794,0.0001406943,0.523087,0.0001126929,0.000002979866,0.0003389845,0.00001241714,0.0008511683,0.001274722],"genre_scores_gemma":[0.9465698,0.000007830027,0.05319745,0.0000874934,0.00002825549,0.00006234286,0.00002561278,0.00001130936,0.000009910517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4723904,"threshold_uncertainty_score":0.4716893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003287290146723842,"score_gpt":0.1933898350337405,"score_spread":0.1901025448870167,"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."}}