{"id":"W2034602532","doi":"10.3390/membranes2030553","title":"Polymer Electrolytes for Lithium/Sulfur Batteries","year":2012,"lang":"en","type":"article","venue":"Membranes","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polymer electrolytes; Electrolyte; Polymer; Electrochemistry; Lithium (medication); Materials science; Battery (electricity); Lithium–sulfur battery; Sulfur; Fast ion conductor; Inorganic chemistry; Chemical engineering; Chemistry; Ionic conductivity; Electrode; Metallurgy; Engineering; Composite material","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":[0.0002531745,0.00067208,0.0003634818,0.000785478,0.000336617,0.0006204294,0.0003472072,0.0006605347,0.008349266],"category_scores_gemma":[0.0003896906,0.000239458,0.0003488174,0.0006921547,0.0001902168,0.001007495,0.0005548087,0.000818417,0.004875098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003217928,"about_ca_system_score_gemma":0.0002847684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002199433,"about_ca_topic_score_gemma":0.0004650659,"domain_scores_codex":[0.999792,0.00002477676,0.00002215783,0.00003034161,0.0001115018,0.00001918925],"domain_scores_gemma":[0.9999324,0.00001700041,0.00001287739,0.000003894167,0.00002604117,0.000007888144],"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":[0.0002366335,0.0001288002,0.0002557265,0.006795282,0.00006829587,0.0008066264,0.000125887,0.002077282,0.6784905,0.02192316,0.008768762,0.280323],"study_design_scores_gemma":[0.00004275816,0.0005363057,0.000269161,0.0003481375,0.00005892652,0.0010238,0.00006570011,0.001464508,0.5886334,0.003769981,0.4037538,0.00003361915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1203278,0.6727087,0.08673046,0.00285937,0.004744634,0.0005077503,0.001381772,0.001548416,0.1091911],"genre_scores_gemma":[0.3589419,0.521673,0.06248164,0.0009950132,0.001094264,0.0004153726,0.001310005,0.0001886741,0.05290024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008349266,"threshold_uncertainty_score":0.02793109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070912293960359,"score_gpt":0.2166753774007755,"score_spread":0.2059662544611719,"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."}}