{"id":"W2765125121","doi":"10.1039/c7nj03193a","title":"Tailored PVDF nanocomposite membranes using exfoliated MoS<sub>2</sub> nanosheets for improved permeation and antifouling performance","year":2017,"lang":"en","type":"article","venue":"New Journal of Chemistry","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Molybdenum disulfide; Chemistry; Nanocomposite; Biofouling; Permeation; Membrane; Chemical engineering; Molybdenum; Polymer chemistry; Nanotechnology; Inorganic chemistry; Materials science","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":[0.00008180177,0.0003251239,0.0001806641,0.0001201734,0.0001068974,0.0001979104,0.0002041523,0.0004350652,0.0006221943],"category_scores_gemma":[0.0001495471,0.0001313109,0.0001771818,0.0001317209,0.0001083077,0.0004423203,0.0001443794,0.0003373337,0.0001777641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877122,"about_ca_system_score_gemma":0.000110263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002785701,"about_ca_topic_score_gemma":0.0008201321,"domain_scores_codex":[0.9999422,0.000005032492,0.000005236139,0.00001604823,0.00001851853,0.00001305262],"domain_scores_gemma":[0.9999425,0.00001195916,0.00001564324,0.000004043939,0.00001871954,0.000007147427],"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":[0.00002037617,0.000006478469,0.00004437239,0.00002571866,0.000003035089,0.00002392068,0.000005365504,0.00007321515,0.9988763,0.00003281033,0.00001934962,0.0008691758],"study_design_scores_gemma":[0.000003537195,0.00003049147,0.0002314715,0.000001074407,0.000003031097,0.00003209356,0.000007129865,0.0005199122,0.9987753,0.00001400228,0.0003800836,0.000001880999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916408,0.0007543893,0.006312296,0.0000700715,0.00004221315,0.00002601455,0.0002157303,0.0001111724,0.0008272345],"genre_scores_gemma":[0.9891328,0.0006007912,0.008448712,0.00004266383,0.00001179048,0.00002343032,0.0001703178,0.0000228809,0.001546603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006221943,"threshold_uncertainty_score":0.002081394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725825674268229,"score_gpt":0.2500447521197249,"score_spread":0.2327864953770426,"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."}}