{"id":"W4413849504","doi":"10.1016/j.est.2025.118290","title":"Synergistic multi-crosslinking and bandgap engineering elevate high-temperature polymer capacitor performance","year":2025,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China; Key Research and Development Program of Ningxia; Natural Science Foundation of Ningxia Province; Ningxia University","keywords":"Capacitor; Materials science; Polymer; Band gap; Composite material; Chemical engineering; Optoelectronics; Electrical engineering; Voltage; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007170871,0.000298835,0.0001325507,0.0001422648,0.0001669464,0.0002982523,0.0001630399,0.0002603408,0.003120324],"category_scores_gemma":[0.0001290088,0.0001422033,0.0001708036,0.0001511957,0.0001060891,0.0004476974,0.0002984833,0.0004511872,0.0004782861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408232,"about_ca_system_score_gemma":0.0001183739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599295,"about_ca_topic_score_gemma":0.0007996788,"domain_scores_codex":[0.9999403,0.000003255887,0.000002814097,0.00001634922,0.00001274093,0.0000244474],"domain_scores_gemma":[0.9999336,0.00001433461,0.00001811678,0.00000696153,0.000009690896,0.00001728542],"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":[0.00004204593,0.00002000818,0.00004887522,0.00002811401,0.000003665648,0.00001954417,0.000007179264,0.0001932004,0.9980687,0.0001138526,0.00007156791,0.001383174],"study_design_scores_gemma":[0.000004740438,0.00005962817,0.0003443004,0.000002848295,0.000006378165,0.00003163414,0.000007622447,0.0009178814,0.9977779,0.00004080681,0.0008022673,0.000003888734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898718,0.001041205,0.004453456,0.0001129893,0.00006190129,0.00001376837,0.0001035917,0.0002308269,0.004110525],"genre_scores_gemma":[0.9961464,0.0003889306,0.001437647,0.00003219418,0.0000085383,0.00001002487,0.00004768508,0.00005421007,0.00187429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003120324,"threshold_uncertainty_score":0.01043856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002668099775294714,"score_gpt":0.1692209402959641,"score_spread":0.1665528405206694,"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."}}