{"id":"W3005872880","doi":"10.1016/j.jelechem.2020.113944","title":"Impedance studies of Li+ diffusion in nickel manganese cobalt oxide (NMC) during charge/discharge cycles","year":2020,"lang":"en","type":"article","venue":"Journal of Electroanalytical Chemistry","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Lithium (medication); Diffusion; Analytical Chemistry (journal); Ion; Double-layer capacitance; Dielectric spectroscopy; Electrode; Nickel; Electrochemistry; Capacitance; Diffusion layer; Cathode; Thermodynamics; Physical chemistry","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":[0.0001854901,0.0002171999,0.0006666895,0.00004973316,0.00002397159,0.00001356587,0.0002788091,0.0000832877,0.0001221846],"category_scores_gemma":[0.0003543031,0.0001934423,0.0001079776,0.0002135213,0.0000634986,0.0001689415,0.00007468148,0.0003898355,0.000006353516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630903,"about_ca_system_score_gemma":0.00002548117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.665942e-7,"about_ca_topic_score_gemma":3.498265e-7,"domain_scores_codex":[0.998221,0.00002083877,0.0009137345,0.0001575584,0.000329299,0.000357568],"domain_scores_gemma":[0.999283,0.00008673152,0.0002489063,0.000145328,0.00009494154,0.0001411367],"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":[0.0001222843,0.00005118215,0.001634115,0.0008315119,0.000142468,0.00006446795,0.0001118152,0.0009852742,0.9957905,0.00001342063,0.0002127589,0.00004020653],"study_design_scores_gemma":[0.0008306383,0.00004875466,0.001496368,0.0002471525,0.00007284137,0.00006257046,0.0001363085,0.001404247,0.9952641,0.0001796424,0.00005989155,0.0001975199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967654,0.002408375,0.0001374081,0.0003586113,0.0000629946,0.00005595535,0.000007130552,0.00002572956,0.0001783879],"genre_scores_gemma":[0.9983494,0.0009485478,0.0002892913,0.00005832357,0.0002477357,0.000002594912,0.00000151343,0.00003193401,0.00007064124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00158401,"threshold_uncertainty_score":0.7888347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736466819368319,"score_gpt":0.2734641437263108,"score_spread":0.2560994755326276,"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."}}