{"id":"W4415653388","doi":"10.1021/acsaem.5c02545","title":"Cu-Enhanced Bottlebrush Composite Polymer Electrolytes for Superior Mechanical and Electrochemical Performance","year":2025,"lang":"en","type":"article","venue":"ACS Applied Energy Materials","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Ionic conductivity; Electrochemical window; Electrolyte; Polymer; Overpotential; Crystallinity; Electrochemistry; Composite number; Dielectric spectroscopy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007216603,0.0002802101,0.0004398931,0.00008640679,0.000102628,0.0000896807,0.0002005527,0.0002113934,0.00002886399],"category_scores_gemma":[0.000007502143,0.000265073,0.00002424377,0.0001120745,0.00006196704,0.00008484857,0.00009302564,0.0000653582,0.000003743434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003887621,"about_ca_system_score_gemma":0.00001119399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003976649,"about_ca_topic_score_gemma":0.000001517177,"domain_scores_codex":[0.9988124,0.000007467498,0.0003342832,0.00030904,0.00007148078,0.0004653628],"domain_scores_gemma":[0.9996153,0.00005787303,0.00003640239,0.0002347477,0.00002032358,0.00003540622],"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":[0.000146357,0.00001128763,0.000001241857,0.0001151596,0.00005252638,2.375377e-7,0.000005754536,0.00002547876,0.9645535,0.03208947,0.0001734996,0.002825488],"study_design_scores_gemma":[0.0005114297,0.00004557185,0.00003315014,0.00002769688,0.00002880657,0.000003020046,0.000007006888,0.00008571951,0.9947749,0.002941813,0.001266589,0.0002742333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818484,0.000372766,0.01618092,0.00006921148,0.000249458,0.0001779744,0.00002054068,0.0006678342,0.0004128656],"genre_scores_gemma":[0.9969687,0.0006609743,0.001400243,0.0001900504,0.00009487003,0.0004965974,0.00005406402,0.0000480714,0.00008647067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03022146,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003454246697543199,"score_gpt":0.1915027107731581,"score_spread":0.1880484640756148,"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."}}