{"id":"W2105730493","doi":"10.1016/j.energy.2015.03.103","title":"A review of the hydrate based gas separation (HBGS) process for carbon dioxide pre-combustion capture","year":2015,"lang":"en","type":"review","venue":"Energy","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":601,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National University of Singapore; Ministry of Education","keywords":"Integrated gasification combined cycle; Process engineering; Clathrate hydrate; Combustion; Process (computing); Environmental science; Hydrate; Carbon capture and storage (timeline); Waste management; Work in process; Work (physics); Computer science; Syngas; Engineering; Chemistry; Hydrogen; Mechanical engineering; Operations management","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":[0.0005215897,0.0003182247,0.0008687406,0.00002837829,0.00006503242,0.000009789557,0.0004067116,0.0002670827,0.0001458069],"category_scores_gemma":[0.00007463583,0.0001803988,0.0003163503,0.0004719376,0.0001028122,0.00005256389,0.00005698575,0.0001910323,0.000007638631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433768,"about_ca_system_score_gemma":0.0001771745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001782497,"about_ca_topic_score_gemma":0.00003300657,"domain_scores_codex":[0.998252,0.0002942219,0.0005509771,0.0003786047,0.0003013296,0.0002228321],"domain_scores_gemma":[0.9986493,0.00005920715,0.0006977168,0.0004732622,0.00003373241,0.00008677864],"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":[0.00004730178,0.0002793343,0.00002057789,0.2655405,0.0002989426,0.000004103953,0.0005048873,0.04740454,0.00008655972,0.0005291413,0.01486381,0.6704203],"study_design_scores_gemma":[0.0001189749,0.00003945161,6.318334e-7,0.02965436,0.0005630489,0.000004310439,0.000001923866,0.001158577,0.00009973801,0.000301639,0.9678272,0.0002301445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002043909,0.9932925,0.0001377257,0.00003984396,0.0002809463,0.000919589,0.00002220107,0.00001712919,0.005269664],"genre_scores_gemma":[0.0001437896,0.9961757,0.00004699371,0.0001200726,0.00007248672,0.0003990431,0.0001782202,0.00004218032,0.002821508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9529634,"threshold_uncertainty_score":0.735645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592975350757331,"score_gpt":0.3027176153405467,"score_spread":0.2767878618329734,"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."}}