{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006550854,0.0004088109,0.0004613248,0.0003903796,0.000207346,0.0005398834,0.0006089776,0.0005967749,0.0003896676],"category_scores_gemma":[0.001434213,0.0001817536,0.0001621903,0.0005558912,0.0003774425,0.0009848193,0.00030195,0.0003920807,0.0001360317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557386,"about_ca_system_score_gemma":0.0002571069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314614,"about_ca_topic_score_gemma":0.001480258,"domain_scores_codex":[0.9994929,0.00008710716,0.00004219311,0.00005851223,0.0002837488,0.00003556854],"domain_scores_gemma":[0.9992903,0.0003651394,0.0001081162,0.00006219142,0.0001589271,0.00001525114],"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":[0.0003955724,0.00008643594,0.01223619,0.000316701,0.00002683041,0.0001472496,0.0001318178,0.01211853,0.9480855,0.0002372623,0.00007358972,0.0261443],"study_design_scores_gemma":[0.000003658098,0.0003979724,0.01265207,0.000008742402,0.00002096757,0.0001172546,0.0001082965,0.01998992,0.9657299,0.0001678011,0.0007837592,0.00001971104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736955,0.002562283,0.02228099,0.00005126201,0.00001297144,0.00006103285,0.0002314123,0.0001921069,0.0009124034],"genre_scores_gemma":[0.9880496,0.001559028,0.009673899,0.0000231389,0.000006334104,0.00003245,0.0001943379,0.00002203921,0.0004392587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001314614,"threshold_uncertainty_score":0.00346446,"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."}}