{"id":"W3089967471","doi":"10.2174/2210298101999201002094601","title":"Amine Structure-Foam Behavior Relationship and Its Predictive Foam Model Used for Amine Selection for Design of Amine-based Carbon Dioxide (CO2) Capture Process","year":2020,"lang":"en","type":"article","venue":"Current Chinese Science","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Amine gas treating; Flue gas; Surface tension; Chemistry; Alkyl; Viscosity; Volume (thermodynamics); Steric effects; Chemical engineering; Organic chemistry; Materials science; Thermodynamics; Composite material","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"],"consensus_categories":[],"category_scores_codex":[0.0002167,0.0003460279,0.0003794466,0.0003034117,0.00008243529,0.00003721285,0.0004117216,0.0001527448,7.136595e-7],"category_scores_gemma":[0.00170693,0.0002995491,0.00007171362,0.001355987,0.000245621,0.0003474158,0.00004924039,0.0002969642,9.366453e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513096,"about_ca_system_score_gemma":0.0001740071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002883761,"about_ca_topic_score_gemma":0.00001310792,"domain_scores_codex":[0.9982641,0.00001379059,0.0003745161,0.0005670841,0.0003936768,0.0003868068],"domain_scores_gemma":[0.9988619,0.0002176687,0.0001465579,0.0002193882,0.0004057247,0.000148723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009231602,0.00003970679,0.01741693,0.0006317893,0.00001129562,3.02583e-7,0.0006538368,0.5708728,0.409807,0.0001072158,0.00003432977,0.0003324882],"study_design_scores_gemma":[0.000876855,0.0001632247,0.007070723,0.00005588873,0.00007793521,0.00000255865,0.00004454279,0.8849396,0.1058607,0.0006336496,0.000002571808,0.0002717715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8040869,0.0008105397,0.1922385,0.00008543026,0.0002311549,0.001851099,0.0001843795,0.0005073903,0.000004625362],"genre_scores_gemma":[0.9947892,0.000007285515,0.004516014,0.00000949863,0.00007827495,0.0005207356,0.00002839727,0.00004662423,0.000003939519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140668,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844662391205961,"score_gpt":0.2884580038863712,"score_spread":0.2500113799743116,"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."}}