{"id":"W1971851998","doi":"10.1081/ss-100107916","title":"MACROPOROUS POLYETHYLENIMINE GEL-COATED ON ACRYLONITRILE-DIVINYLBENZENE COPOLYMER: A GRANULAR SORBENT OF HIGH CAPACITY AND FAST KINETICS","year":2001,"lang":"en","type":"article","venue":"Separation Science and Technology","topic":"Chemical Synthesis and Characterization","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sorbent; Sorption; Polyethylenimine; Chemistry; Chemical engineering; Coating; Polyacrylonitrile; Copolymer; Polymer chemistry; Adsorption; Organic chemistry; Polymer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001734239,0.0001096334,0.00015456,0.0001255331,0.0001559417,0.00002688605,0.0001647079,0.0001103558,0.000168171],"category_scores_gemma":[0.00009200599,0.00009388789,0.00001128227,0.0008873651,0.001273002,0.0001580594,0.0001313896,0.00008029113,0.0000149042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005639194,"about_ca_system_score_gemma":0.000009794348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001745281,"about_ca_topic_score_gemma":0.00005652203,"domain_scores_codex":[0.9988986,0.00001267982,0.0002046044,0.0003431409,0.0003259848,0.000214962],"domain_scores_gemma":[0.999558,0.00002331132,0.0001146092,0.0001960393,0.00003956815,0.00006844536],"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":[0.00001549586,0.00007155978,0.01196287,0.000002302673,0.000001458774,0.000001305917,0.00005777942,0.000004708911,0.9658608,0.0008785482,0.00002625631,0.02111686],"study_design_scores_gemma":[0.0002379306,0.0002037821,0.02977653,0.000008695415,0.000008461848,0.00002649079,0.00004594162,0.0005781461,0.9666047,0.001077693,0.001314894,0.0001167005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973396,0.00003520353,0.0003001002,0.001716882,0.00003545591,0.0001277235,0.000008764243,0.00004226777,0.0003939674],"genre_scores_gemma":[0.9994976,0.0001174654,0.000189138,0.0001207207,0.00001002789,0.000007644363,0.000004735577,0.000004923555,0.00004774409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02100016,"threshold_uncertainty_score":0.469043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008859331252311208,"score_gpt":0.232454230003653,"score_spread":0.2235948987513418,"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."}}