{"id":"W2954984961","doi":"10.3390/polym11071160","title":"A Review on Porous Polymeric Membrane Preparation. Part I: Production Techniques with Polysulfone and Poly (Vinylidene Fluoride)","year":2019,"lang":"en","type":"review","venue":"Polymers","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":406,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"China Scholarship Council","keywords":"Polysulfone; Membrane; Materials science; Fabrication; Chemical engineering; Polymer; Solvent; Porosity; Electrospinning; Fluoride; Nanotechnology; Polymer chemistry; Organic chemistry; Composite material; 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":[0.0001963925,0.0007948066,0.001962809,0.0002574302,0.00008999339,0.00005885815,0.0001951189,0.0002315082,0.00008994513],"category_scores_gemma":[0.00007054962,0.0006229876,0.0001544376,0.0004682391,0.00008543303,0.0002416067,0.0000365883,0.000286554,0.00006681873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211843,"about_ca_system_score_gemma":0.00008325215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005751182,"about_ca_topic_score_gemma":0.000004688549,"domain_scores_codex":[0.9976667,0.0001218103,0.0007675813,0.0007010143,0.0002658282,0.0004770332],"domain_scores_gemma":[0.9986486,0.0000848257,0.0003299856,0.0007573407,0.00003379382,0.0001454974],"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":[0.00002241871,0.00002069538,1.79842e-7,0.05319396,0.000212539,0.00001151182,0.00001997736,0.00004859886,0.0004721277,0.000037406,0.001187162,0.9447734],"study_design_scores_gemma":[0.00009293638,0.0001878141,3.532874e-7,0.06147206,0.0009141457,0.0003785533,0.000004098386,0.000002889007,0.006893312,0.000002548191,0.9292083,0.0008429677],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002256124,0.9943042,0.00004533869,0.00004173975,0.0007791187,0.001105155,0.00004743251,0.000868449,0.002786008],"genre_scores_gemma":[0.00003357638,0.9956219,0.0005047211,0.0001510913,0.0005432536,0.0003233527,0.0001876024,0.0002327448,0.002401761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9439304,"threshold_uncertainty_score":0.9996222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911827641115968,"score_gpt":0.2845919935504522,"score_spread":0.2554737171392925,"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."}}