{"id":"W2334519802","doi":"10.1021/es3013062","title":"Adsorption and Desorption of Mixtures of Organic Vapors on Beaded Activated Carbon","year":2012,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Ford Motor Company","keywords":"Adsorption; Chemistry; Desorption; Boiling point; Activated carbon; Chromatography; Mass spectrometry; Gas chromatography; Chemical engineering; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007415078,0.0001353474,0.0002054681,0.0003857131,0.00008559357,0.00001232696,0.000516388,0.0001195422,0.0001401528],"category_scores_gemma":[0.0001714507,0.0001182565,0.00001579316,0.0007292399,0.003513052,0.0003870814,0.0003360247,0.00008364699,0.00001788467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601432,"about_ca_system_score_gemma":0.00003464555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001592445,"about_ca_topic_score_gemma":0.000001103142,"domain_scores_codex":[0.9984714,0.00002290694,0.0002818082,0.0003615665,0.0004638384,0.0003985025],"domain_scores_gemma":[0.9992405,0.00003293099,0.0002813116,0.0003546335,0.00001236292,0.00007827947],"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":[0.00001974923,0.0001114836,0.004692293,0.00001208607,0.000001018946,2.597817e-7,0.0001954003,0.00001013227,0.9940702,0.0003650567,9.06654e-7,0.0005214209],"study_design_scores_gemma":[0.0001463502,0.0001865829,0.01097541,0.00002133586,0.000008829628,0.00002780007,0.0002408585,0.00002762337,0.9875321,0.0007075887,0.00001310998,0.0001123717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991074,0.0001277875,0.00008411947,0.00006628236,0.0002666879,0.0001646563,0.000009293343,0.00005535687,0.0001184567],"genre_scores_gemma":[0.9992583,0.00003348952,0.0006455643,0.00001542111,0.00001679154,0.000009775844,0.000001724376,0.00000825322,0.00001066014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006538054,"threshold_uncertainty_score":0.9991988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006515040686994762,"score_gpt":0.218734604428923,"score_spread":0.2122195637419283,"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."}}