{"id":"W4385381625","doi":"10.1002/admt.202300717","title":"Carbon‐Based Electrochemical‐Free Chlorine Sensors","year":2023,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chlorine; Sodium hypochlorite; Inert; Electrochemistry; Carbon fibers; Hypochlorite; Materials science; Nanotechnology; Environmental science; Pulp and paper industry; Environmental chemistry; Waste management; Chemistry; Inorganic chemistry; Organic chemistry; Engineering; Metallurgy","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":[0.0004592144,0.0006894082,0.0004660604,0.00131241,0.0001688579,0.0007608087,0.001166384,0.001878119,0.001571709],"category_scores_gemma":[0.0006743142,0.0003317306,0.0005073961,0.0009046118,0.000301895,0.001043068,0.0004358757,0.0008361079,0.0008183155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006501718,"about_ca_system_score_gemma":0.0002955451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070129,"about_ca_topic_score_gemma":0.001996141,"domain_scores_codex":[0.9988686,0.0001111712,0.00004482801,0.0002135749,0.0006867555,0.00007518356],"domain_scores_gemma":[0.999563,0.0001035837,0.00005940099,0.00001797201,0.0002339221,0.00002204746],"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":[0.0001815342,0.0001052605,0.0006374405,0.005176307,0.0001371116,0.000342708,0.00005886987,0.001847328,0.8495335,0.005510457,0.007429209,0.1290403],"study_design_scores_gemma":[0.00002069761,0.0003252963,0.001265382,0.0002344316,0.00008623443,0.0007027428,0.00004788559,0.007189189,0.8948922,0.0008156804,0.09433976,0.00008043071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1441054,0.6389096,0.157246,0.003377541,0.003576091,0.0003478827,0.001616749,0.001496967,0.04932383],"genre_scores_gemma":[0.6378813,0.2189901,0.09180417,0.002627057,0.0008024285,0.0002094917,0.00179934,0.0001008836,0.04578525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001878119,"threshold_uncertainty_score":0.005257905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009666116835145422,"score_gpt":0.2310108373882442,"score_spread":0.2213447205530988,"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."}}