{"id":"W2414075870","doi":"10.1177/0263617416653119","title":"Systematic evaluation of the adsorption of organic vapors onto a miniaturized cartridge device using breakthrough tests in parallel experiment with a full size respirator cartridge","year":2016,"lang":"en","type":"article","venue":"Adsorption Science & Technology","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université de Montréal","funders":"","keywords":"Cartridge; Chemistry; Adsorption; Respirator; Chromatography; Analytical Chemistry (journal); Chemical engineering; Organic chemistry; Materials science","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":[0.001649947,0.0002258588,0.0005407476,0.0006059075,0.00006327145,0.00001232635,0.0007282108,0.0002886909,0.00002927414],"category_scores_gemma":[0.004236331,0.0001278711,0.00007549641,0.003064745,0.000686986,0.0003112397,0.0002033755,0.0001836136,0.000005405188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006525882,"about_ca_system_score_gemma":0.0003942168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005362154,"about_ca_topic_score_gemma":0.00008640501,"domain_scores_codex":[0.9972018,0.0001106241,0.0008176337,0.0004846796,0.0009777445,0.0004074941],"domain_scores_gemma":[0.9975585,0.0002613583,0.0006042315,0.0009002553,0.0006279304,0.000047704],"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":[0.000061096,0.0000624322,0.001115208,0.0002307064,0.00001381063,5.114203e-7,0.0001745659,0.0003712095,0.9972624,0.0004566069,0.000002570258,0.0002489482],"study_design_scores_gemma":[0.002359798,0.0001685622,0.001175119,0.002539606,0.00009999089,0.00003629373,0.0007557127,0.007324133,0.9849235,0.0004033009,0.000008381623,0.0002055745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953438,0.0004827224,0.002338832,0.0005152725,0.0001045561,0.0009975545,0.000005022535,0.0001818468,0.00003039491],"genre_scores_gemma":[0.9982302,0.00001320064,0.0015286,0.00001384495,0.000009826033,0.0001636803,3.06419e-7,0.00001757605,0.00002273207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233881,"threshold_uncertainty_score":0.5214434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328675741130923,"score_gpt":0.3017657846262915,"score_spread":0.2688982105131992,"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."}}