{"id":"W2799521344","doi":"10.1002/polb.24622","title":"Permeability and thermal properties of PDMS/LDPE multilayer composite membranes","year":2018,"lang":"en","type":"article","venue":"Journal of Polymer Science Part B Polymer Physics","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Low-density polyethylene; Materials science; Membrane; Polydimethylsiloxane; Chemical engineering; Permeation; Thermogravimetric analysis; Composite material; Polyethylene; Polymer chemistry; Polymer; Extrusion; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003808486,0.0001767865,0.0003212154,0.0001051827,0.0001464606,0.00005050244,0.0003133707,0.00004207841,0.00005592827],"category_scores_gemma":[0.000007636193,0.000133044,0.00009963971,0.0003557556,0.001236392,0.0007580018,0.00002737596,0.0001543461,0.000007456322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001738613,"about_ca_system_score_gemma":0.000118061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001963666,"about_ca_topic_score_gemma":0.000003554477,"domain_scores_codex":[0.9984835,0.00002935161,0.0005094187,0.0001604165,0.0005299363,0.0002873582],"domain_scores_gemma":[0.9991629,0.00001963521,0.0001645169,0.0002315441,0.000238326,0.0001830712],"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":[0.00004247836,0.00006237951,0.001776291,0.00006881793,0.00003136523,0.000001685371,0.002105521,0.000160435,0.9925818,0.0001084537,0.00002089151,0.003039843],"study_design_scores_gemma":[0.0003258827,0.00009713119,0.001781395,0.00006701972,0.00003544097,0.00002368535,0.0000993481,0.005072257,0.9922603,0.00001072866,0.00007660125,0.0001501829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943475,0.003738733,0.0002455938,0.0001128576,0.0005872193,0.00006609056,0.000005047248,0.00002501029,0.0008719284],"genre_scores_gemma":[0.9993266,0.00005986566,0.00003739703,0.00008745058,0.0003869605,0.000001336608,3.09874e-7,0.00001572974,0.00008438255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004979048,"threshold_uncertainty_score":0.5425376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142906089936079,"score_gpt":0.2402016884938431,"score_spread":0.2187726275944823,"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."}}