{"id":"W3043202301","doi":"10.1149/ma2019-02/6/471","title":"Solving Barriers to Commercialization of Cells with Lithium Metal Anodes","year":2019,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"EaglePicher (Canada)","funders":"","keywords":"Anode; Lithium (medication); Materials science; Cathode; Electrolyte; Graphite; Lithium metal; Ceramic; Nanotechnology; Chemical engineering; Composite material; Chemistry; Electrical engineering; Electrode; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008922555,0.0008085723,0.000733712,0.002024806,0.0008840191,0.00477704,0.003883038,0.0028765,0.01777437],"category_scores_gemma":[0.008716154,0.0005442462,0.001108149,0.001439985,0.001825542,0.00548179,0.00332748,0.004028672,0.01235075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651899,"about_ca_system_score_gemma":0.003154077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317829,"about_ca_topic_score_gemma":0.002524855,"domain_scores_codex":[0.9973093,0.0003924301,0.0001872587,0.0004865194,0.001347978,0.0002765779],"domain_scores_gemma":[0.9899468,0.002385525,0.000671977,0.0009557116,0.005297258,0.0007427312],"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":[0.0005163717,0.0006807532,0.003473684,0.00351029,0.00009248046,0.001569033,0.001035945,0.002746768,0.2097296,0.1137082,0.08045145,0.5824855],"study_design_scores_gemma":[0.0001390634,0.001044301,0.004126523,0.001290734,0.00005814212,0.001409398,0.002165776,0.004385986,0.1079964,0.02924993,0.8480276,0.0001060169],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2217885,0.08615355,0.2183669,0.1812526,0.005408072,0.002215643,0.003104278,0.005183785,0.2765266],"genre_scores_gemma":[0.455312,0.07337009,0.3150848,0.02084414,0.001889099,0.00210913,0.004874655,0.00198633,0.1245298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01777437,"threshold_uncertainty_score":0.05946118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009002191155465158,"score_gpt":0.225568426445901,"score_spread":0.2165662352904358,"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."}}