{"id":"W2015017766","doi":"10.1016/j.jcis.2011.03.077","title":"Mixed matrix membrane incorporated with large pore size halloysite nanotubes (HNT) as filler for gas separation: Experimental","year":2011,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Halloysite; Materials science; Silane; Polyetherimide; Chemical engineering; Membrane; Sonication; Permeation; Gas separation; Fourier transform infrared spectroscopy; Composite material; Wetting; Polymer; Chemistry","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":[0.0003372149,0.0004125064,0.0003079007,0.0001960504,0.0005932751,0.0002625856,0.0003699171,0.0006109905,0.001227493],"category_scores_gemma":[0.0001976076,0.0002310158,0.0002252992,0.0003118865,0.0003181803,0.000593745,0.0002718152,0.0005204178,0.0004015687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379268,"about_ca_system_score_gemma":0.0003108315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467693,"about_ca_topic_score_gemma":0.002189224,"domain_scores_codex":[0.9998179,0.0000196516,0.000009360045,0.00005054908,0.00005743091,0.00004505586],"domain_scores_gemma":[0.9998926,0.00002054758,0.00002599534,0.00001831839,0.00002808104,0.0000143618],"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":[0.00007403735,0.00002937483,0.00006172552,0.00003860696,0.000003809759,0.00002283594,0.00002628794,0.00004066402,0.999141,0.0001351982,0.00002333998,0.0004030491],"study_design_scores_gemma":[0.000006572804,0.00006491332,0.000295305,0.000001688926,0.000004832212,0.0000232901,0.00001508838,0.0002277802,0.9989225,0.0000165231,0.0004176526,0.000003858123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944429,0.0005199267,0.003101277,0.00005281062,0.00002384899,0.00004748025,0.000328282,0.00007864964,0.001404872],"genre_scores_gemma":[0.9928029,0.0006011861,0.00461414,0.00002090472,0.00001189199,0.00005883306,0.0002542086,0.00001910656,0.001616846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001467693,"threshold_uncertainty_score":0.004106402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790796202912644,"score_gpt":0.2707263885837414,"score_spread":0.252818426554615,"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."}}