{"id":"W2021067599","doi":"10.1063/1.4907631","title":"A carbon nanotube based resettable sensor for measuring free chlorine in drinking water","year":2015,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chlorine; Reagent; Carbon nanotube; Inorganic chemistry; Materials science; Chemistry; Parts-per notation; Chemical engineering; Nanotechnology; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001939977,0.0002211495,0.000284039,0.00003462157,0.00003520106,0.00002444234,0.0002437444,0.00008591558,0.000006812612],"category_scores_gemma":[0.0000540645,0.0001995686,0.00008435516,0.0001464643,0.00003924813,0.00004859442,0.00007438721,0.0002735572,0.00001108818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559715,"about_ca_system_score_gemma":0.00001423657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000565374,"about_ca_topic_score_gemma":0.000003351797,"domain_scores_codex":[0.9985642,0.000007578366,0.0002448763,0.0003465927,0.0002828013,0.0005539052],"domain_scores_gemma":[0.9992834,0.0001084497,0.00003142578,0.0004022268,0.0000355839,0.0001389127],"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":[0.0000949211,0.00003385516,0.0001293263,0.00007207311,0.00002371008,0.000008206031,0.0001789474,0.07207532,0.9265486,0.0005952136,0.0001898937,0.00004994587],"study_design_scores_gemma":[0.001601579,0.000006456395,0.000004207612,0.00002834838,0.00002271214,4.963183e-7,0.00004442833,0.0521253,0.9443842,0.0004722003,0.001011666,0.0002984528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846538,0.000005502065,0.009188849,0.0009372619,0.00006187018,0.0002181142,0.00000526251,0.0001235488,0.004805788],"genre_scores_gemma":[0.9970795,1.803404e-7,0.001535257,0.0006658453,0.0004341637,0.00007901413,0.00004164575,0.00005320916,0.0001112224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01995002,"threshold_uncertainty_score":0.8138173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969221847664625,"score_gpt":0.2150532278675985,"score_spread":0.1853610093909522,"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."}}