{"id":"W2965095907","doi":"10.3390/polym11081310","title":"A Review on Porous Polymeric Membrane Preparation. Part II: Production Techniques with Polyethylene, Polydimethylsiloxane, Polypropylene, Polyimide, and Polytetrafluoroethylene","year":2019,"lang":"en","type":"review","venue":"Polymers","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"China Scholarship Council","keywords":"Materials science; Polydimethylsiloxane; Membrane; Polymer; Polyimide; Polypropylene; Polyethylene; Porosity; Fabrication; Composite material; Polyamide; Chemical engineering; Layer (electronics); 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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008326223,0.001992353,0.003510137,0.0007683491,0.000642424,0.000127925,0.001238148,0.0009134208,0.002020018],"category_scores_gemma":[0.0002985711,0.001529235,0.0005186327,0.002444648,0.00118556,0.000768219,0.0007117822,0.001232646,0.0008034029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628757,"about_ca_system_score_gemma":0.0003476623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007242284,"about_ca_topic_score_gemma":0.00007551553,"domain_scores_codex":[0.9919559,0.0005981183,0.001830737,0.00288495,0.001357588,0.001372753],"domain_scores_gemma":[0.9947387,0.000259632,0.001786911,0.00274354,0.00004299831,0.0004281909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001040898,0.0002341918,0.000009752458,0.0124437,0.0002556964,0.00001840213,0.00007315312,0.00000309544,0.0007458489,0.0001009001,0.008530725,0.9774805],"study_design_scores_gemma":[0.0002826608,0.001594058,0.000008421016,0.02523397,0.00162556,0.0004640592,0.000037069,0.00000233362,0.01882071,0.0000130479,0.9499244,0.001993703],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000195439,0.9817061,0.00001017859,0.00116706,0.0005681275,0.005485224,0.0001154333,0.001248309,0.009504078],"genre_scores_gemma":[0.0001502328,0.9830156,0.0009719866,0.001534961,0.0002555445,0.001164581,0.0002415084,0.0003269062,0.01233865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9754868,"threshold_uncertainty_score":0.9999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307129302239555,"score_gpt":0.3010570728075528,"score_spread":0.2703441425835973,"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."}}