{"id":"W3134144975","doi":"10.1039/d1an00038a","title":"A reusable, reagent-less free chlorine sensor using gold thin film electrode","year":2021,"lang":"en","type":"article","venue":"The Analyst","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Chlorine; Reagent; Disinfectant; Electrode; Chemistry; Inorganic chemistry; Environmental chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005667428,0.00113927,0.0007751605,0.0007837281,0.0002516271,0.0004755457,0.002714074,0.002044027,0.0008919371],"category_scores_gemma":[0.0009252399,0.000638949,0.0006220434,0.0006049284,0.0004053135,0.001098192,0.0009611043,0.0008821157,0.0008199062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005244749,"about_ca_system_score_gemma":0.0004596896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007793226,"about_ca_topic_score_gemma":0.001136875,"domain_scores_codex":[0.9987426,0.0001014952,0.00006964902,0.0003845992,0.0006082725,0.00009337863],"domain_scores_gemma":[0.9995412,0.0000779519,0.00009796249,0.00006329,0.0001732236,0.0000464516],"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":[0.00002241248,0.00001655992,0.000133059,0.0001614205,0.00001854548,0.0001820268,0.00002273982,0.0001035109,0.9929848,0.000110198,0.0002435704,0.006001147],"study_design_scores_gemma":[0.00001123065,0.0001967602,0.0006205294,0.00001004838,0.00003252746,0.0005918407,0.00002037692,0.00220517,0.9935737,0.00005096575,0.002655963,0.00003082562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5464621,0.0161159,0.4184757,0.001499775,0.001743535,0.0009304535,0.001425841,0.005389211,0.007957404],"genre_scores_gemma":[0.7175362,0.004187347,0.2624107,0.0008557904,0.0001633932,0.0003507946,0.0009165176,0.0001522412,0.01342718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002714074,"threshold_uncertainty_score":0.003805339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280218006553205,"score_gpt":0.2456834186200289,"score_spread":0.2176616179647084,"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."}}