{"id":"W2934895474","doi":"10.1149/ma2019-03/2/223","title":"Using Varied Salt Concentration and High Charging Potential to Study “Rollover” Failure Mechanisms in Li-Ion Cells","year":2019,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rollover (web design); Electrolyte; Dielectric spectroscopy; Electrical impedance; Materials science; Chemistry; Lithium (medication); Ion; Drop (telecommunication); Analytical Chemistry (journal); Electrochemistry; Electrical engineering; Computer science; Chromatography; Electrode; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037971,0.0001916657,0.0002227469,0.0001339044,0.00006853305,0.00009473325,0.0001685396,0.0001304252,0.00002127918],"category_scores_gemma":[0.00008431587,0.0002134134,0.00001791974,0.0002639354,0.00001298652,0.0002353459,0.0001203988,0.0003825849,0.00004766465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620378,"about_ca_system_score_gemma":0.0000147653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000103049,"about_ca_topic_score_gemma":0.000026014,"domain_scores_codex":[0.9985459,0.0000366917,0.0003143314,0.0003390788,0.0002972557,0.0004667506],"domain_scores_gemma":[0.9995081,0.00007762948,0.00005948378,0.0002422358,0.0000360087,0.00007650635],"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":[0.00000963927,0.00002166678,0.0006267382,0.00002392069,0.000008059354,0.00002489635,0.0001897337,0.4585777,0.5402214,0.0000060128,0.000004086205,0.0002861729],"study_design_scores_gemma":[0.001129003,0.0001425986,0.01363801,0.0001621004,0.00001114121,0.000008108781,0.001239819,0.08773766,0.8950827,0.0004405883,0.00003338105,0.0003749506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950407,0.00002373016,0.003015727,0.00006342823,0.0003865052,0.0007413342,0.000004018522,0.0003069637,0.0004175692],"genre_scores_gemma":[0.9884298,0.000006770161,0.01142505,0.00001812211,0.0000457441,0.00001146575,0.00000381848,0.00004567362,0.00001349429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.37084,"threshold_uncertainty_score":0.8702744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269374528517268,"score_gpt":0.2495474370145812,"score_spread":0.2368536917294085,"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."}}