{"id":"W3204291185","doi":"","title":"Comparing packed columns and membrane absorbers for carbon dioxide capture.","year":2004,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Packed bed; Carbon dioxide; Membrane; Materials science; Waste management; Environmental science; Chemical engineering; Chromatography; Chemistry; Engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007379625,0.0002302513,0.000465018,0.0001780803,0.0000881017,0.00001128222,0.0001489454,0.0002685903,0.000004110403],"category_scores_gemma":[0.000004670813,0.0003330283,0.0001256764,0.0001252216,0.00005630984,0.00009698994,0.000005152045,0.0002020989,0.000002116951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009285056,"about_ca_system_score_gemma":0.00006611284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028076,"about_ca_topic_score_gemma":0.008638937,"domain_scores_codex":[0.9993348,0.000009479544,0.00002451206,0.0002423138,0.0001696446,0.0002192774],"domain_scores_gemma":[0.9994911,0.00002391728,0.000101954,0.0001872683,0.00007816722,0.0001175834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004343877,0.0003228437,0.004991129,0.05849699,0.005829728,0.000720526,0.07576947,0.1916282,0.2406054,0.02950402,0.3836037,0.004184053],"study_design_scores_gemma":[0.007453057,0.0002007463,0.006862469,0.001669177,0.001418688,0.00002242986,0.03863001,0.01542622,0.01490579,0.00005450988,0.9113632,0.001993748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750572,0.00058147,0.0005336547,0.01421452,0.0004452537,0.0005638705,0.00003541208,0.0002186264,0.008349938],"genre_scores_gemma":[0.8584971,0.001210031,0.001986199,0.00001133466,0.00005945969,0.000002771937,0.000895116,0.00010456,0.1372334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5277595,"threshold_uncertainty_score":0.9999122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026856205515568,"score_gpt":0.1986488192669276,"score_spread":0.188380257211772,"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."}}