{"id":"W4400462118","doi":"10.28924/2291-8639-22-2024-110","title":"Mathematical Analysis of Nonlinear Reaction Diffusion Process at Carbon Dioxide Absorption in Concentrated Mixtures of 2-Amino-2-Methyl-1-Proponal and 1,8-Diamino-p-Methane","year":2024,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon dioxide; Methane; Chemistry; Diffusion; Absorption (acoustics); Nonlinear system; Mathematics; Thermodynamics; Organic chemistry; Materials science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005017543,0.0006335564,0.0005076699,0.0005066024,0.0004159251,0.000775704,0.0006936897,0.001239375,0.001167566],"category_scores_gemma":[0.0009044243,0.0002298372,0.000827253,0.0003046534,0.0006936517,0.0008163879,0.0005723952,0.0008255915,0.0001620463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008700034,"about_ca_system_score_gemma":0.0007240411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005016052,"about_ca_topic_score_gemma":0.002502883,"domain_scores_codex":[0.9998465,0.000037343,0.000009860019,0.00003567851,0.00004865102,0.00002193992],"domain_scores_gemma":[0.9996506,0.0002123668,0.00005178374,0.000009552564,0.00006699441,0.000008713198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005608427,0.00004884299,0.001285121,0.0004617599,0.00003622866,0.0004984565,0.0002541585,0.9078721,0.03591164,0.04701403,0.0006184704,0.005943092],"study_design_scores_gemma":[0.000002155443,0.00001386209,0.0001111924,0.000005206434,0.000004730726,0.00003303566,0.00001357314,0.996523,0.001529511,0.001427934,0.0003308247,0.000005032773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1642859,0.003092887,0.798971,0.001680366,0.0002109383,0.0001845064,0.0003166884,0.0002474961,0.03101032],"genre_scores_gemma":[0.9466518,0.002060701,0.03302374,0.0001363554,0.00005334267,0.0003064771,0.000137452,0.00004359381,0.0175865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005016052,"threshold_uncertainty_score":0.009973705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006380767445612558,"score_gpt":0.2611208167564001,"score_spread":0.2547400493107875,"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."}}