{"id":"W3039979561","doi":"","title":"Rigorous design model for CO2 absorber fitted with structured packing","year":2002,"lang":"en","type":"article","venue":"ACS Division of Fuel Chemistry, Preprints","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Regina","funders":"","keywords":"Computer 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001288864,0.0002664492,0.0003073753,0.00004516773,0.00002050274,0.00002593028,0.0004305493,0.0002414224,0.0001710568],"category_scores_gemma":[0.0002413586,0.0002471079,0.00007735503,0.0001392393,0.00009120602,0.00008026781,0.0001250567,0.0002081242,0.0000116523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008089055,"about_ca_system_score_gemma":0.00001097205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002765851,"about_ca_topic_score_gemma":0.000001552652,"domain_scores_codex":[0.9987457,0.000006693782,0.000302152,0.0003827836,0.0002619078,0.0003007774],"domain_scores_gemma":[0.9987631,0.000112151,0.0001027037,0.0008301013,0.0001257845,0.00006616462],"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":[0.00003921249,0.00004196686,0.0006404248,0.0005053151,0.0001148762,0.000005637827,0.0003811627,0.4396516,0.552228,0.00002287157,0.00205092,0.004318018],"study_design_scores_gemma":[0.000640674,0.00001164646,0.0004821647,0.00007710481,0.00002493665,0.000009421329,0.00003491651,0.3597458,0.6370559,0.001571036,0.00008592191,0.0002604346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892473,0.0003065006,0.1028813,0.0000403783,0.0000477055,0.0004517161,0.00002789838,0.0008608265,0.002910675],"genre_scores_gemma":[0.9851398,0.00006062218,0.01437431,0.00001049292,0.00001665676,0.00006755315,0.000008099854,0.0000605776,0.0002618519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09266681,"threshold_uncertainty_score":0.9999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091431670172012,"score_gpt":0.2183483956485011,"score_spread":0.1874340789467809,"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."}}