{"id":"W1993800010","doi":"10.1021/ma049954q","title":"Porous Membranes of Polysulfone-<i>g</i><i>raft</i>-poly(<i>tert</i>-butyl acrylate) and Polysulfone-<i>g</i><i>raft</i>-poly(acrylic acid):  Morphology, pH-Gated Water Flow, Size Selectivity, and Ion Selectivity","year":2004,"lang":"en","type":"article","venue":"Macromolecules","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; University of Calgary","funders":"","keywords":"Polysulfone; Membrane; Acrylic acid; Acrylate; Polymer chemistry; Permeation; Chemistry; Chemical engineering; Polymer; Copolymer; Ethylene glycol; Materials science; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006145247,0.001204471,0.001534596,0.0003809755,0.0003846651,0.000255243,0.0004567754,0.0009069868,0.0001289979],"category_scores_gemma":[0.00008157189,0.001030208,0.0002399646,0.0006448271,0.0006605787,0.0005350436,0.0004232706,0.0007924752,0.00005836163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542729,"about_ca_system_score_gemma":0.00008506577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038139,"about_ca_topic_score_gemma":0.0001605371,"domain_scores_codex":[0.9952506,0.0002583175,0.001109713,0.001222113,0.0005387377,0.001620499],"domain_scores_gemma":[0.9981937,0.0001824539,0.000233336,0.0007612578,0.0001670434,0.0004621811],"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":[0.0002457559,0.0002641703,0.0002387517,0.001173697,0.0004212394,0.0003098203,0.001189064,0.00150361,0.9926691,0.00003206196,0.0001134494,0.001839297],"study_design_scores_gemma":[0.003526031,0.0004053827,0.0009174432,0.0001956928,0.0002963701,0.001356617,0.00008224917,0.0007371086,0.9891522,0.001286929,0.0007929156,0.001251057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726869,0.02190831,0.0006141559,0.0005131089,0.0008810543,0.0007538592,0.0002130163,0.000887504,0.001542054],"genre_scores_gemma":[0.9915278,0.005531725,0.001842447,0.0003106671,0.0002163549,0.00005570044,0.00008516265,0.0002901501,0.0001400019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01884085,"threshold_uncertainty_score":0.9992148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004373732801104831,"score_gpt":0.1888283644866573,"score_spread":0.1844546316855524,"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."}}