{"id":"W4320489173","doi":"10.1007/978-3-031-21444-8","title":"Facilitated Transport Membranes (FTMs) for CO2 Capture: Overview and Future Trends","year":2023,"lang":"en","type":"book","venue":"Green energy and technology","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"University of Sindh; National University of Sciences and Technology; Universiti Teknologi Petronas; University of Engineering and Technology, Lahore; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Membrane; Chemistry; Biochemistry","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00007516956,0.0004427082,0.0006511531,0.0006151706,0.00008667219,0.000008997185,0.0001627958,0.001365555,0.00009952942],"category_scores_gemma":[0.000001640964,0.0004328358,0.0001032204,0.0003026581,0.0001667497,0.00005427389,0.00001202175,0.0002971006,0.0000044868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002400121,"about_ca_system_score_gemma":0.00004233937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005550811,"about_ca_topic_score_gemma":0.002648788,"domain_scores_codex":[0.9987552,0.000006947792,0.0003563003,0.0004408468,0.0001142124,0.0003265285],"domain_scores_gemma":[0.9994872,0.00003229774,0.00004914598,0.0002936878,0.00004713789,0.00009049322],"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":[0.0001730601,0.00005082227,0.0001319128,0.009156212,0.002081058,0.0004146715,0.0007546555,0.0006827787,0.0005876913,0.409252,0.07330293,0.5034122],"study_design_scores_gemma":[0.0006177386,0.00006224767,0.00008001804,0.00006560124,0.0001505546,0.00004593311,0.00002516957,0.0004184237,0.0001703699,0.005900935,0.9920194,0.0004435701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007200743,0.3815531,0.005779375,0.0259126,0.007196983,0.002542709,0.009847542,0.02557038,0.5343965],"genre_scores_gemma":[0.006278391,0.04421689,0.0001481877,0.0002359679,0.0004117051,0.0002278021,0.003335852,0.0002074035,0.9449378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9187165,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129572752664045,"score_gpt":0.2135836763800803,"score_spread":0.2006264011136758,"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."}}