{"id":"W2902981236","doi":"10.3390/membranes8040125","title":"Synthesis and Gas Transport Properties of Poly(2,6-dimethyl-1,4-phenylene oxide)–Silica Nanocomposite Membranes","year":2018,"lang":"en","type":"article","venue":"Membranes","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Saudi Basic Industries Corporation","keywords":"Membrane; Nanocomposite; Phenylene; Chemical engineering; Polymer; Polymerization; Materials science; Nanoparticle; Selectivity; Polymer chemistry; Acetone; Emulsion; Emulsion polymerization; Oxide; Aqueous solution; In situ polymerization; Chemistry; Organic chemistry; Nanotechnology; Catalysis; Composite material","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":[0.0002635248,0.0003136786,0.0002235446,0.0002604932,0.0001894082,0.0002893159,0.0001673199,0.0003808906,0.000312125],"category_scores_gemma":[0.0003094483,0.0001752872,0.0002794543,0.0001554953,0.0001537071,0.0004399947,0.0001384496,0.000347664,0.0001580599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002889418,"about_ca_system_score_gemma":0.0001527994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004653638,"about_ca_topic_score_gemma":0.000484655,"domain_scores_codex":[0.9998565,0.000018624,0.00001470873,0.00003779489,0.00004858414,0.00002376734],"domain_scores_gemma":[0.9998717,0.00003771344,0.00003257399,0.000008656728,0.00003667488,0.00001265126],"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":[0.00001802463,0.00000573301,0.00003577661,0.00002042129,0.000001969817,0.00001426513,0.000007252722,0.00005662894,0.9993227,0.00002837187,0.00000709914,0.0004817325],"study_design_scores_gemma":[0.000001909255,0.00002769117,0.0004140839,0.000001275606,0.000003897262,0.00002416587,0.000004714055,0.0004376706,0.9988154,0.000008998102,0.0002575697,0.000002506492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921764,0.001465165,0.005009935,0.00006583639,0.0000169036,0.00002002383,0.0001829697,0.00005636243,0.001006382],"genre_scores_gemma":[0.9904532,0.001047748,0.006835648,0.00002741496,0.00001199538,0.00003947064,0.000238533,0.00002390536,0.001321901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004653638,"threshold_uncertainty_score":0.002096474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409529015011198,"score_gpt":0.2094601874011734,"score_spread":0.1953648972510614,"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."}}