{"id":"W2325538496","doi":"10.1021/mz3002935","title":"Support-Free Porous Polyamine Particles for CO<sub>2</sub> Capture","year":2012,"lang":"en","type":"article","venue":"ACS Macro Letters","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Chemical engineering; Materials science; Flue gas; Porous medium; Polymer; Polymerization; Porosity; Amine gas treating; Combustion; Precipitation; Fossil fuel; Organic chemistry; Chemistry; 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":[0.0001657275,0.0002923053,0.0002723088,0.0001218289,0.00003213422,0.00004293743,0.0004423319,0.0001861918,0.0000139319],"category_scores_gemma":[0.0001587296,0.0002936909,0.0001089737,0.0001704778,0.0001161427,0.0002498084,0.00009319792,0.0002440387,0.00006605626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113565,"about_ca_system_score_gemma":0.000007438433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009745858,"about_ca_topic_score_gemma":0.00002100936,"domain_scores_codex":[0.9984756,0.00001129673,0.0002634881,0.0002115179,0.0001933322,0.0008447857],"domain_scores_gemma":[0.9989493,0.0001138672,0.00005220404,0.0007381608,0.00002327161,0.000123223],"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":[0.00000953603,0.00001393888,0.001064164,0.00004995405,0.00005532448,0.00001546152,0.0002587442,0.000208086,0.7784027,0.000243945,0.2168415,0.002836594],"study_design_scores_gemma":[0.000665105,0.0000251774,0.002734819,0.00001201609,0.00005663441,0.00005998873,0.0001599552,0.0001053687,0.9794365,0.0002035272,0.01609303,0.0004479167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898859,0.0008504645,0.00138418,0.004778678,0.0006245779,0.0003553852,0.0000991643,0.001761864,0.0002597919],"genre_scores_gemma":[0.9956569,0.00003243682,0.001171906,0.00253112,0.0003188912,0.00012817,0.00004255587,0.00009863556,0.00001939123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2010337,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009528867806405938,"score_gpt":0.2080101088827095,"score_spread":0.1984812410763035,"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."}}