{"id":"W7084747110","doi":"10.17632/dcbrc4zmc5","title":"Experimental Data for Electrochemical Impedance Characterization of Li-ion Batteries Under Varying State of Charge, Current Amplitude and Rest Time","year":2025,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Amplitude; Electrical impedance; Battery (electricity); Range (aeronautics); Current (fluid); Experimental data; Focused Impedance Measurement; Test data","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001835804,0.0002433772,0.0003729319,0.00004625038,0.00005410965,0.00001970317,0.0009348725,0.0001069168,0.000006716836],"category_scores_gemma":[0.00006077541,0.0002454791,0.0000302542,0.0000460563,0.00009664655,0.00000507087,0.002357284,0.00008353895,3.364857e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001049054,"about_ca_system_score_gemma":0.00012066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402087,"about_ca_topic_score_gemma":0.000006060099,"domain_scores_codex":[0.9985082,0.00003532388,0.0003998638,0.0007307763,0.0001149751,0.000210921],"domain_scores_gemma":[0.9978037,0.0000271928,0.0002993673,0.00176668,0.0000653071,0.00003769286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000127549,0.00008049774,0.000006188521,0.0002840494,0.00013778,8.87214e-8,0.000007389955,2.984206e-7,0.7705629,0.000001623546,0.2282175,0.0005741271],"study_design_scores_gemma":[0.0004159158,0.0001668821,0.00007288031,0.00009164014,0.0001040803,0.000001876766,0.000005260376,0.0001164989,0.4459476,0.00001215016,0.5528291,0.0002361021],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04685855,0.0042367,0.000691524,0.00003208073,0.0001623531,0.0003494529,0.9476656,0.000001615885,0.000002160307],"genre_scores_gemma":[0.008986765,0.006070407,0.0002204237,0.00004015128,0.0001460285,0.00003066023,0.9844575,0.00001312564,0.00003492104],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3246153,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0336648916712403,"score_gpt":0.3141591936789713,"score_spread":0.280494302007731,"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."}}