{"id":"W2314751172","doi":"10.1149/ma2016-01/5/466","title":"(Invited) Investigations into the Chemical Role of Additives in Li-Ion Cells","year":2016,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Electrolyte; Ethylene carbonate; Chemistry; Lithium (medication); X-ray photoelectron spectroscopy; Chemical engineering; Solvation; Electrochemistry; Solvent; Ion; Electrode; Organic chemistry; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005610751,0.0006677929,0.0004728475,0.000673237,0.0007128168,0.001324109,0.0009623542,0.00164341,0.04124083],"category_scores_gemma":[0.0006968543,0.0001953725,0.0003694339,0.00075442,0.0005279155,0.001580938,0.0007445592,0.001320491,0.02237355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007389273,"about_ca_system_score_gemma":0.000595078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101527,"about_ca_topic_score_gemma":0.001970465,"domain_scores_codex":[0.9996166,0.00002834538,0.00001605041,0.0001003651,0.0001738975,0.00006470957],"domain_scores_gemma":[0.9996452,0.0000797782,0.00001761838,0.00001238924,0.0001944013,0.00005060758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008074224,0.0003558511,0.001143632,0.003254345,0.00005819862,0.0008935217,0.0004392926,0.002409044,0.04045567,0.01644491,0.4473311,0.4864069],"study_design_scores_gemma":[0.00002956102,0.0003023107,0.0009696638,0.0001926354,0.00002945397,0.0002602488,0.000174618,0.0008151974,0.01036723,0.002008912,0.9848199,0.00003030429],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04097219,0.293716,0.01474949,0.03716847,0.1125511,0.0003697085,0.002077981,0.0007924444,0.4976026],"genre_scores_gemma":[0.09506341,0.1850343,0.008225157,0.01088626,0.03193693,0.0003978221,0.002018897,0.0004132421,0.6660241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04124083,"threshold_uncertainty_score":0.1379644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112267307672311,"score_gpt":0.2369011269587512,"score_spread":0.2257784538820281,"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."}}