{"id":"W2748622195","doi":"10.1002/cjce.22999","title":"Electrical and dielectric properties of poly(vinyl alcohol)/starch/graphene nanocomposites","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deanship of Scientific Research, King Faisal University","keywords":"Materials science; Vinyl alcohol; Graphene; Crystallinity; Composite material; Dielectric; Plasticizer; Nanocomposite; Starch; Dielectric loss; Differential scanning calorimetry; Glass transition; Chemical engineering; Polymer; Organic chemistry; Chemistry; Nanotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002970619,0.0001053164,0.0002253829,0.0001379498,0.0001844787,0.0001447524,0.0004660459,0.00005352426,0.00001387021],"category_scores_gemma":[0.00022818,0.0000713797,0.00006825602,0.00007361679,0.0001448045,0.0002243049,0.0000230401,0.0001569302,0.00000115708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006179192,"about_ca_system_score_gemma":0.0001835962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001884106,"about_ca_topic_score_gemma":0.00006218833,"domain_scores_codex":[0.9991817,0.00001947423,0.0002815197,0.00008404651,0.0001609685,0.0002722142],"domain_scores_gemma":[0.999222,0.00005400661,0.0002176559,0.0001879386,0.00006765933,0.0002507431],"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":[0.00002129885,0.000005175013,0.0003142834,0.0000144716,0.00001651397,0.000003885627,0.0001280853,0.00002609451,0.9970077,0.0003307899,0.00001377347,0.002117913],"study_design_scores_gemma":[0.0001678376,0.00004820825,0.002186093,0.00007816326,0.00002793366,0.00007802285,0.000001683559,0.001086381,0.9960684,0.00006265404,0.0001056872,0.00008895902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926165,0.006561103,0.00004657835,0.0005500459,0.0001026779,0.00005450182,0.000003146099,0.00000506681,0.00006036315],"genre_scores_gemma":[0.9994931,0.00001612353,0.0003276649,0.00002178941,0.0001209237,0.000001502903,1.957254e-7,0.00001162091,0.000007032075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00687663,"threshold_uncertainty_score":0.291078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206761960031847,"score_gpt":0.1972471125052585,"score_spread":0.18517949290494,"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."}}