{"id":"W2770843729","doi":"10.1149/2.0191714jes","title":"Quantifying, Understanding and Evaluating the Effects of Gas Consumption in Lithium-Ion Cells","year":2017,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Shanghai Ocean University; Universities Space Research Association","keywords":"Lithium (medication); Electrolyte; Electrode; Chemistry; Ion; Interphase; Analytical Chemistry (journal); Gas chromatography; Gas consumption; Environmental chemistry; Chromatography; Process engineering; Organic chemistry; 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":[0.0006414937,0.00008005655,0.0001635274,0.000009040553,0.0001302782,0.00004219302,0.0002492179,0.00005750982,0.000004383666],"category_scores_gemma":[0.0002166355,0.00004842175,0.00007071564,0.00002653661,0.00009913413,0.0001175398,0.00006299824,0.0002737993,2.659032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931264,"about_ca_system_score_gemma":0.000009627292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001108105,"about_ca_topic_score_gemma":6.842641e-7,"domain_scores_codex":[0.9992887,0.0000477223,0.0002674926,0.00005561285,0.0001935949,0.000146861],"domain_scores_gemma":[0.999244,0.0002546236,0.0003036088,0.0001583493,0.00002068909,0.00001874358],"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":[0.0000153958,0.000007781825,0.002028097,0.0001778243,0.00003476829,2.411051e-7,0.0003403064,0.00004444747,0.9970704,0.00004271395,0.000129652,0.000108326],"study_design_scores_gemma":[0.0004618751,0.0000567409,0.00186043,0.0003106071,0.00003702466,0.00001047452,0.00005630158,0.00133926,0.993454,0.002346735,0.0000104617,0.00005610893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934088,0.0004627359,0.005384334,0.000177809,0.0004414259,0.0001028323,3.218534e-7,0.000005043361,0.00001668569],"genre_scores_gemma":[0.9980378,0.0004570723,0.001359899,0.0000358841,0.00009110436,0.000001439446,9.618064e-8,0.00001014941,0.000006525666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004629017,"threshold_uncertainty_score":0.1974582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04994922204760555,"score_gpt":0.3213172754703694,"score_spread":0.2713680534227638,"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."}}