{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003668886,0.0009658898,0.0008973979,0.002467634,0.0002963826,0.0006101723,0.0006864059,0.0006943363,0.004832225],"category_scores_gemma":[0.0004603581,0.0004301893,0.0005296286,0.003049693,0.0002775363,0.001382066,0.0004156626,0.0008817334,0.003458149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000470856,"about_ca_system_score_gemma":0.0009623895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007832533,"about_ca_topic_score_gemma":0.001214253,"domain_scores_codex":[0.9997965,0.00002178432,0.00003061549,0.00004606079,0.00008536286,0.00001977507],"domain_scores_gemma":[0.9997651,0.0001014254,0.00004462935,0.00001031081,0.00006256321,0.00001607713],"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":[0.00005512643,0.000122414,0.0002380171,0.04528106,0.0001040513,0.0003140298,0.0000824855,0.0006292935,0.02333387,0.004033682,0.03960968,0.8861963],"study_design_scores_gemma":[0.000005320968,0.0001040572,0.0007905422,0.002251646,0.00008281019,0.001137592,0.00003329531,0.0001075655,0.006175737,0.00092946,0.988358,0.00002390054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005173253,0.9937736,0.00134606,0.0002030188,0.0003457086,0.00001741706,0.000122092,0.00003656697,0.003638209],"genre_scores_gemma":[0.001583569,0.9945794,0.001287687,0.0001756807,0.0001568467,0.00002560671,0.0001532563,0.000006813764,0.00203119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004832225,"threshold_uncertainty_score":0.01616544,"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."}}