{"id":"W4416598173","doi":"10.1149/ma2025-0271035mtgabs","title":"Successful Strategies to Enable High Voltage NMC/Graphite Li-ion Cells","year":2025,"lang":"","type":"article","venue":"ECS Meeting Abstracts","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Electrolyte; Cathode; Yield (engineering); Electrode; Voltage; High voltage","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":[0.0002108296,0.0004049182,0.000272601,0.0004484947,0.0003241437,0.0006592592,0.0005756873,0.0006942502,0.001505363],"category_scores_gemma":[0.0003685709,0.0002445912,0.0002539072,0.000481389,0.0002579021,0.0004171125,0.0004909987,0.0008304996,0.0008747948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007593738,"about_ca_system_score_gemma":0.0002091938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134092,"about_ca_topic_score_gemma":0.002960043,"domain_scores_codex":[0.9996799,0.00002233754,0.0000134237,0.00002911088,0.0002156499,0.00003947448],"domain_scores_gemma":[0.9999285,0.00001180747,0.000009588153,0.00001078741,0.00002996499,0.00000951675],"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":[0.00005607631,0.00005854668,0.000187103,0.0003263102,0.000008884052,0.0001431697,0.00005931578,0.0004409681,0.96429,0.002752866,0.001353899,0.03032289],"study_design_scores_gemma":[0.000009874323,0.0001134667,0.0007067805,0.00001876981,0.000009621275,0.0002018259,0.00002013142,0.001161411,0.9719268,0.0003442035,0.02547503,0.00001214531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8222145,0.03971076,0.05550078,0.002523442,0.001187643,0.0004827449,0.0009966224,0.001913303,0.07547025],"genre_scores_gemma":[0.9404376,0.01053533,0.03493896,0.0002151082,0.00008670559,0.0001230106,0.0004027667,0.00008869068,0.01317185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001505363,"threshold_uncertainty_score":0.005509675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008348912918685088,"score_gpt":0.243016294696787,"score_spread":0.2346673817781019,"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."}}