{"id":"W3164665267","doi":"10.1002/pat.5376","title":"Highly electro‐responsive composite gel based on functionally tuned graphene filled polyvinyl chloride","year":2021,"lang":"en","type":"article","venue":"Polymers for Advanced Technologies","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Guangdong Science and Technology Department","keywords":"Materials science; Polyvinyl chloride; Graphene; Composite number; Adipate; Composite material; Artificial muscle; Elongation; Polyvinyl butyral; Oxide; Actuator; Chemical engineering; Nanotechnology; Ultimate tensile strength","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":[0.00007177342,0.0002810452,0.0001132285,0.0002264843,0.00007259864,0.0001643973,0.0001938563,0.0002711885,0.0005414261],"category_scores_gemma":[0.00009081236,0.0001362773,0.0001553709,0.0001014999,0.0001729185,0.0001677157,0.0001355049,0.0002261666,0.000150182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511242,"about_ca_system_score_gemma":0.00009193348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002799261,"about_ca_topic_score_gemma":0.0008043461,"domain_scores_codex":[0.9999402,0.000005338506,0.000003996389,0.00001806694,0.00001645172,0.0000159135],"domain_scores_gemma":[0.9999232,0.00001906936,0.00002497744,0.000005623127,0.00001118498,0.00001578664],"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":[0.000006476416,0.000002844015,0.00001414304,0.00001494544,0.000001237964,0.00001168768,0.000003127966,0.00004008955,0.9996135,0.00001498177,0.00001224771,0.0002648384],"study_design_scores_gemma":[0.000004505518,0.00004504437,0.0004033995,0.000003049888,0.000006589298,0.00003187393,0.000004355442,0.000711455,0.9982806,0.00001137582,0.0004933324,0.000004357304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990347,0.0009386421,0.006962901,0.00009663939,0.00006635255,0.00001950639,0.0002365333,0.0001773901,0.001155033],"genre_scores_gemma":[0.9917623,0.0002896907,0.006413078,0.0000609778,0.000008679418,0.0000161546,0.0001231028,0.0000227034,0.001303374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005414261,"threshold_uncertainty_score":0.001811206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008141786953578097,"score_gpt":0.2146010923573456,"score_spread":0.2064593054037675,"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."}}