{"id":"W4382989458","doi":"10.33140/pcii.06.03.05","title":"Sustainable System for CO2 Capturing with Multiple Products","year":2023,"lang":"en","type":"article","venue":"Petroleum and Chemical Industry International","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"University of Ontario Institute of Technology","keywords":"Amine gas treating; Seawater; Electrolysis; Chemistry; Co2 removal; Carbon fixation; Carbon dioxide; Chemical engineering; Environmental chemistry; Organic chemistry; Geology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006188173,0.0001219047,0.0001185165,0.0001032663,0.00001757474,0.00004670261,0.0001528796,0.0002091441,0.000004279295],"category_scores_gemma":[0.0001075496,0.0001092369,0.00002218801,0.0001198887,0.00004914092,0.00008493847,0.00006441098,0.0002930698,0.000004242024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140281,"about_ca_system_score_gemma":0.00001282485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001088729,"about_ca_topic_score_gemma":0.000001427327,"domain_scores_codex":[0.9992997,0.000001858101,0.0001199887,0.0001845584,0.0001389911,0.0002548952],"domain_scores_gemma":[0.9996848,0.00005566171,0.00002096116,0.0001154273,0.00007940664,0.00004378962],"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":[0.000368676,0.000101614,0.03652991,0.003465249,0.001043801,0.0003942783,0.0006655892,0.06375813,0.7930995,0.03008331,0.06800023,0.002489709],"study_design_scores_gemma":[0.001916477,0.00003892244,0.001356878,0.0001806934,0.00003991732,0.0001513752,0.006843862,0.1135035,0.8391099,0.0002224455,0.03608562,0.0005503916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952232,0.00006222508,0.0001501368,0.0006655729,0.0001908018,0.0001149879,0.00003001314,0.001312884,0.002250132],"genre_scores_gemma":[0.9979075,0.000004097068,0.0002368954,0.000009156023,0.0002191189,0.0001412943,0.00004634307,0.00002615677,0.001409452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04974539,"threshold_uncertainty_score":0.445455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009250136631624042,"score_gpt":0.2032597328142495,"score_spread":0.1940095961826254,"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."}}