{"id":"W2076729073","doi":"10.1002/app.23723","title":"Influence of hydroxyl‐terminated polybutadiene additives on the poly(ether sulfone) ultra‐filtration membranes","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Membrane; Polybutadiene; Polymer chemistry; Ether; Phase inversion; Solvent; Sulfone; Materials science; Hydroxyl-terminated polybutadiene; Casting; Chemical engineering; Filtration (mathematics); Dimethylacetamide; Scanning electron microscope; Chemistry; Copolymer; Composite material; Polymer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003343443,0.0007434258,0.0004273042,0.0002385294,0.0002491325,0.0006636331,0.0002040795,0.0003757591,0.001014567],"category_scores_gemma":[0.0005994447,0.0003304853,0.0002951208,0.0002338413,0.0002208349,0.0005801384,0.0002537673,0.0006000932,0.0003870683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583608,"about_ca_system_score_gemma":0.0002588155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000824587,"about_ca_topic_score_gemma":0.001313525,"domain_scores_codex":[0.9997008,0.00005136956,0.00002745276,0.00004807625,0.00009870422,0.00007369727],"domain_scores_gemma":[0.999534,0.0001605295,0.0001399818,0.00002528018,0.0000779422,0.00006230395],"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":[0.00006405631,0.000009213737,0.00004683809,0.00004219388,0.000006233625,0.0000268528,0.00001427347,0.00004920899,0.9991795,0.00001474861,0.000007486287,0.0005392986],"study_design_scores_gemma":[0.000003405199,0.00006266863,0.0005776081,0.000005703256,0.00001155378,0.00002336647,0.000009633799,0.0001631628,0.9987506,0.000004386571,0.0003846021,0.000003246197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949782,0.001908158,0.001813938,0.00004936757,0.00003618127,0.00002391293,0.00009677617,0.00005541004,0.001038016],"genre_scores_gemma":[0.9929057,0.001879482,0.003151533,0.00004536913,0.00001895145,0.00003101617,0.0002077787,0.00004082017,0.001719329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001014567,"threshold_uncertainty_score":0.003394067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006691855180756743,"score_gpt":0.2164066332133965,"score_spread":0.2097147780326398,"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."}}