{"id":"W7083591339","doi":"10.1016/j.ijggc.2025.104472","title":"Experimentation of a novel sequential moving-bed DAC System","year":2025,"lang":"en","type":"article","venue":"International journal of greenhouse gas control","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Sherbrooke","keywords":"Sorbent; Scalability; Adsorption; Efficient energy use; Sorption; Carbon fibers; Duty cycle; Greenhouse gas","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004505391,0.000289109,0.0004376966,0.0002822767,0.0004263991,0.0005053,0.0005521465,0.000519314,0.003149412],"category_scores_gemma":[0.0005249975,0.0001529692,0.0002300509,0.000295453,0.0003125824,0.0004949482,0.0003881232,0.0003564112,0.0004904182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027121,"about_ca_system_score_gemma":0.0004459662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854106,"about_ca_topic_score_gemma":0.002701364,"domain_scores_codex":[0.9997169,0.00003428814,0.00001650839,0.00007033235,0.0001115225,0.00005031957],"domain_scores_gemma":[0.9997618,0.00004584004,0.00001429434,0.00003509008,0.0001092487,0.00003370273],"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":[0.001470856,0.0007443229,0.003094083,0.0004990166,0.00003183205,0.0002702604,0.0001782932,0.03377598,0.9129457,0.001232106,0.001004097,0.04475356],"study_design_scores_gemma":[0.0001792993,0.003942013,0.004933488,0.00001623118,0.0000340744,0.0001236795,0.0002492992,0.2015137,0.7807085,0.0003553036,0.007888865,0.00005557697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837883,0.0001468399,0.01227034,0.0001010115,0.00007974111,0.0001674783,0.0002996334,0.0003267989,0.00281995],"genre_scores_gemma":[0.9860802,0.00007665448,0.01167958,0.00003006898,0.000005939744,0.00005645176,0.0001516221,0.00001453101,0.001904945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003149412,"threshold_uncertainty_score":0.01053584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004746812220308,"score_gpt":0.3551633988720421,"score_spread":0.315115930749839,"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."}}