{"id":"W2329571486","doi":"10.1149/ma2014-02/2/91","title":"Use of Symmetric Cells for the Study of Na-Ion Materials and Electrolytes","year":2014,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Electrolyte; Electrode; Faraday efficiency; Battery (electricity); Materials science; Ion; Cycling; Inorganic chemistry; Chemistry; Chemical 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":[0.0007878672,0.00009521085,0.00019086,0.0001144928,0.00003644333,0.00003147091,0.00008363788,0.0000479605,0.000003817258],"category_scores_gemma":[0.0003333545,0.00007518085,0.00002048044,0.0001236137,0.00001520204,0.0000708426,0.00001195674,0.00005081741,0.000001169026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008257963,"about_ca_system_score_gemma":0.000004854043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007737624,"about_ca_topic_score_gemma":0.00000476289,"domain_scores_codex":[0.999233,0.00004426232,0.0003766822,0.00009947578,0.0001279951,0.000118548],"domain_scores_gemma":[0.9984833,0.001088722,0.000157361,0.0001791833,0.00006794432,0.00002348099],"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":[0.00001615999,0.00003750748,0.00006698361,0.0001208418,0.00001972109,9.412357e-8,0.0001281424,0.02045159,0.9784629,0.00002373848,0.0002345647,0.0004377121],"study_design_scores_gemma":[0.0001989779,0.0001826747,0.002233692,0.00003459779,0.00002580547,4.951215e-7,0.00003023092,0.003051031,0.9937205,0.00003774834,0.0004158922,0.00006834527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985799,0.00006644511,0.0002084593,0.00001190555,0.0001134797,0.0004803742,0.000008598766,0.0001036196,0.0004271726],"genre_scores_gemma":[0.9986135,0.00002594002,0.001240114,0.000009143156,0.00004156771,0.00003087669,0.000002671063,0.00002121803,0.0000149854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01740056,"threshold_uncertainty_score":0.3065786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311662247218714,"score_gpt":0.2459333940070945,"score_spread":0.2228167715349073,"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."}}