{"id":"W2025815391","doi":"10.4155/cmt.12.55","title":"Part 6: Solvent recycling and reclaiming issues","year":2012,"lang":"en","type":"article","venue":"Carbon Management","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Fouling; Amine gas treating; Solvent; Filtration (mathematics); Land reclamation; Activated carbon; Electrodialysis; Waste management; Distillation; Chemistry; Ion-exchange resin; Process engineering; Environmental science; Pulp and paper industry; Adsorption; Organic chemistry; Membrane; Engineering","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":[0.0002126746,0.0001599012,0.0001550024,0.0001270917,0.00001868401,0.00002827921,0.0001098377,0.0000714953,0.00001168598],"category_scores_gemma":[0.00001418332,0.0001656119,0.00003430864,0.0001229941,0.0000342741,0.0000834047,0.0001423632,0.0001261947,0.000009890983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008047518,"about_ca_system_score_gemma":7.053679e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004689675,"about_ca_topic_score_gemma":0.000002172751,"domain_scores_codex":[0.9991791,0.000009263084,0.0001691918,0.000150477,0.000128364,0.0003636611],"domain_scores_gemma":[0.9995743,0.00001686869,0.00002103799,0.0003148678,0.000007579167,0.00006536832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004647346,0.0002231986,0.04073306,0.003663095,0.001956643,0.000257213,0.004844419,0.01046656,0.03052538,0.1326147,0.0705874,0.7040818],"study_design_scores_gemma":[0.0008649427,0.00005003802,0.01107716,0.0004431006,0.0003129076,0.00002546956,0.003431467,0.01248417,0.04108483,0.003374172,0.9253519,0.001499867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8263611,0.0317432,0.0004598132,0.0005303898,0.002009129,0.0004895669,0.000001474561,0.002995221,0.1354101],"genre_scores_gemma":[0.9947143,0.002103983,0.002372699,0.00005025083,0.0001968499,0.00005624076,0.000001990477,0.00003738706,0.0004662894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8547645,"threshold_uncertainty_score":0.6753457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484335643201991,"score_gpt":0.2199902739497145,"score_spread":0.2051469175176946,"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."}}