{"id":"W2069075353","doi":"10.1016/j.psep.2015.01.005","title":"Odor fading in natural gas distribution systems","year":2015,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Odor; Fading; Adsorption; Natural gas; X-ray photoelectron spectroscopy; Desorption; Chemistry; Chemisorption; Leak; Environmental science; Chemical engineering; Environmental chemistry; Materials science; Environmental engineering; Engineering; Organic chemistry; Telecommunications","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":[0.00003768886,0.00009505425,0.00008857867,0.00002316834,0.00003616235,0.00001065484,0.00003847432,0.00008237753,0.000001266868],"category_scores_gemma":[0.00002132192,0.00009346406,0.000009122331,0.00007804605,0.00004392245,0.0002133444,0.00001894585,0.000202504,0.000005864185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003315655,"about_ca_system_score_gemma":6.137225e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001007145,"about_ca_topic_score_gemma":0.000001458049,"domain_scores_codex":[0.9995097,0.000006166506,0.0001257481,0.000127933,0.00008796237,0.0001424997],"domain_scores_gemma":[0.9998865,0.00000494639,0.00002024876,0.00005288392,0.000002049738,0.00003336284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001519353,0.00003670391,0.0009764741,0.000291208,0.00001309742,0.000005423643,0.0002480336,0.8296906,0.1363433,0.0000638896,0.000007741819,0.03217161],"study_design_scores_gemma":[0.001175508,0.0000890574,0.001673034,0.0001274547,0.00001020693,0.00009574612,0.003243821,0.8111091,0.1766704,0.002541908,0.00274553,0.0005183271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337713,0.001450743,0.06358854,0.00005053363,0.0001521321,0.0003673101,0.00001722772,0.0004126738,0.0001895872],"genre_scores_gemma":[0.9997073,0.0001450878,0.00002020024,0.000001578907,0.00002233486,0.00004864972,0.0000301682,0.00001094055,0.00001376975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06593601,"threshold_uncertainty_score":0.3811354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00914826938439174,"score_gpt":0.1874161008504438,"score_spread":0.1782678314660521,"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."}}