{"id":"W1991405254","doi":"10.1002/pola.10108","title":"Formation of pore‐filled microfiltration membranes using a combination of modified interfacial polymerization and grafting","year":2001,"lang":"en","type":"article","venue":"Journal of Polymer Science Part A Polymer Chemistry","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Membrane; Polymer chemistry; Polyethylenimine; Interfacial polymerization; Coating; Chemical engineering; Styrene; Materials science; Grafting; Microfiltration; Polymerization; Chemistry; Polymer; Copolymer; Composite material; Monomer","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":[0.0004872002,0.0004712393,0.0004451418,0.0003441622,0.0002508491,0.0004411255,0.0005072,0.0007519628,0.0006498955],"category_scores_gemma":[0.0004865633,0.0003753114,0.0006490883,0.0001940962,0.0002755561,0.0008561197,0.0005323031,0.0008686027,0.0005613642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887793,"about_ca_system_score_gemma":0.0001584915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001265635,"about_ca_topic_score_gemma":0.0002291822,"domain_scores_codex":[0.9997033,0.00003269008,0.00002481273,0.00005523918,0.0001227577,0.0000611911],"domain_scores_gemma":[0.9996368,0.00009753166,0.0001018548,0.00004970752,0.00005557711,0.00005852098],"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":[0.00001757095,0.00001868489,0.00003313276,0.0000520481,0.000006361689,0.00003450806,0.00001874403,0.0000887428,0.9972668,0.0002186935,0.00003939591,0.002205309],"study_design_scores_gemma":[0.000005971291,0.0000321107,0.0001488768,0.000002486329,0.000004924889,0.00006313684,0.000002593047,0.0005129551,0.997887,0.00003892245,0.001296284,0.000004902308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8015642,0.003299006,0.1896844,0.000329844,0.0002775151,0.0002426255,0.0002492971,0.001474391,0.002878794],"genre_scores_gemma":[0.9118976,0.001852964,0.08063713,0.0001555975,0.0000800361,0.0001909977,0.0004211732,0.0001614672,0.004603099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007519628,"threshold_uncertainty_score":0.00257653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849154698578514,"score_gpt":0.2549793018847162,"score_spread":0.2364877548989311,"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."}}