{"id":"W4395686404","doi":"10.2139/ssrn.4809082","title":"Enhancing Oxidation Stability of Amine-Containing Co2 Adsorbents Using Hydroxyethyl Starch","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Amine gas treating; Adsorption; Hydroxyethyl starch; Starch; Chemistry; Chemical engineering; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002000095,0.0002948683,0.0002116098,0.0002501338,0.0001623406,0.0004936436,0.0001978342,0.0003574564,0.0007382896],"category_scores_gemma":[0.0002816509,0.0001415737,0.0003232238,0.0002177856,0.0001854732,0.0003349472,0.0002187982,0.0004169022,0.0002215238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592853,"about_ca_system_score_gemma":0.0001787989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126836,"about_ca_topic_score_gemma":0.001779379,"domain_scores_codex":[0.9998434,0.00001295432,0.00001140853,0.00003375399,0.0000459718,0.00005242909],"domain_scores_gemma":[0.9998816,0.00003357786,0.00001878659,0.00001351451,0.00003484227,0.0000176289],"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":[0.0000942041,0.00001760981,0.0001273175,0.00004243707,0.000006782404,0.00002540574,0.00001922204,0.0001144491,0.9981187,0.00004760692,0.00002140159,0.001364875],"study_design_scores_gemma":[0.000002045442,0.00006690708,0.0007068551,0.000001468501,0.00000579221,0.00001280915,0.000008137791,0.0004730574,0.9984683,0.000009963322,0.0002419084,0.000002765825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974084,0.0005229904,0.001115512,0.00002855917,0.00002371629,0.000009118836,0.00004138629,0.00003046246,0.0008197898],"genre_scores_gemma":[0.9975049,0.0002216903,0.0007148496,0.00001599519,0.000007127141,0.000006145691,0.00007257735,0.00001378704,0.001443001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001126836,"threshold_uncertainty_score":0.002469838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472959921225743,"score_gpt":0.2487378969174261,"score_spread":0.2340082977051687,"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."}}