{"id":"W1995447587","doi":"10.1149/2.013209jes","title":"User-Friendly Differential Voltage Analysis Freeware for the Analysis of Degradation Mechanisms in Li-Ion Batteries","year":2012,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Electrode; Slippage; Voltage; Software; Ion; Analytical Chemistry (journal); Materials science; Computer science; Chemistry; Simulation; Electrical engineering; Engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000389652,0.0001354962,0.0004214577,0.00008341754,0.00006174326,0.00002222845,0.0003605094,0.00008823745,0.00008658212],"category_scores_gemma":[0.00006770235,0.00008096542,0.0006310071,0.000834663,0.00003795583,0.0001896366,0.00005170631,0.0001919198,1.962846e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747105,"about_ca_system_score_gemma":0.000009086799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003470597,"about_ca_topic_score_gemma":0.000007753331,"domain_scores_codex":[0.998808,0.00003448216,0.0005228952,0.00007647712,0.0002864718,0.0002717098],"domain_scores_gemma":[0.9991711,0.0002039206,0.0003036716,0.0002105712,0.00007460201,0.00003608164],"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":[0.00003291404,0.00004548464,0.002195171,0.00002669175,0.003274735,3.599401e-8,0.0003524119,0.001760806,0.9917699,0.00009535439,0.0003357245,0.0001107567],"study_design_scores_gemma":[0.0003303075,0.00003346638,0.01318959,0.00001587262,0.00509694,0.000001347954,0.0002585151,0.008884337,0.9714751,0.0003993736,0.0001845787,0.0001305583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4800485,0.000111867,0.5194606,0.00008981128,0.000195992,0.00007272741,0.00001281835,0.000006173997,0.000001505509],"genre_scores_gemma":[0.9940776,0.0000580649,0.00558875,0.000054534,0.0001590464,0.000009518436,0.00001422669,0.00001500444,0.00002328135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5140291,"threshold_uncertainty_score":0.3301674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007842379585667036,"score_gpt":0.2375041207661834,"score_spread":0.2296617411805163,"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."}}