{"id":"W4206404057","doi":"10.1002/pat.5569","title":"Flexible high dielectric polystyrene/ethylene‐α‐octene copolymer/graphene nanocomposites: Tuning the morphology and dielectric properties by graphene's surface polarity","year":2022,"lang":"en","type":"article","venue":"Polymers for Advanced Technologies","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Sharif University of Technology","keywords":"Materials science; Dielectric; Polystyrene; Capacitor; Copolymer; Graphene; Nanocomposite; High-κ dielectric; Dielectric loss; Composite material; Ceramic; Chemical engineering; Nanotechnology; Optoelectronics; Polymer; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002275782,0.0005157307,0.0005826777,0.0004076393,0.001062452,0.00009727502,0.0007775064,0.000189555,0.0000415999],"category_scores_gemma":[0.00008342702,0.0004174048,0.0001371635,0.001600254,0.0003167116,0.0002235406,0.0003094476,0.0005131134,0.000001433331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224491,"about_ca_system_score_gemma":0.00003670245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002907536,"about_ca_topic_score_gemma":0.000007957523,"domain_scores_codex":[0.9975486,0.00006981507,0.0004559366,0.0005741388,0.0002778076,0.001073718],"domain_scores_gemma":[0.9989999,0.0002101086,0.0001603234,0.0005219172,0.00004137303,0.00006641078],"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":[0.0001313011,0.00005651217,0.0001386457,0.00007385373,0.0001588315,0.000003325569,0.00008822937,0.001076196,0.9359519,0.002118723,0.0003906707,0.05981177],"study_design_scores_gemma":[0.0007774617,0.000561734,0.00004836248,0.00001464739,0.00007513889,0.00003540152,0.0006053269,0.001436756,0.9878783,0.002910626,0.005059741,0.0005964946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915674,0.09901316,0.003470234,0.001007824,0.0005388834,0.0009798394,0.0001980335,0.00300394,0.0002206921],"genre_scores_gemma":[0.9941173,0.003808412,0.0009124889,0.0001040364,0.00002145426,0.0006578709,0.00005363244,0.0001018336,0.0002230197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025499,"threshold_uncertainty_score":0.9998278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006952157094539764,"score_gpt":0.1954192278846612,"score_spread":0.1884670707901214,"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."}}