{"id":"W1998138720","doi":"10.1073/pnas.1314615111","title":"Nonflammable perfluoropolyether-based electrolytes for lithium batteries","year":2014,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":235,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Energy Efficiency; Basic Energy Sciences; Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; Office of Energy Efficiency and Renewable Energy; Division of Materials Research; Office of Science; National Science Foundation","keywords":"Electrolyte; Battery (electricity); Lithium (medication); Computer science; Electrochemistry; Nanotechnology; Materials science; Chemistry; Electrode; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003129519,0.0005628301,0.0002043714,0.0002830823,0.0002545825,0.000393743,0.0003419968,0.0003897763,0.001243958],"category_scores_gemma":[0.0003701478,0.0001403615,0.0002043276,0.0002083897,0.0001741115,0.0008856345,0.0002607599,0.0004221152,0.0005736082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440456,"about_ca_system_score_gemma":0.0002043925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003302679,"about_ca_topic_score_gemma":0.001127692,"domain_scores_codex":[0.9998603,0.00002281902,0.00002003347,0.00001903811,0.00005486258,0.00002303868],"domain_scores_gemma":[0.9999042,0.00002184492,0.00002566262,0.00000893251,0.00002399367,0.00001551927],"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":[0.00006092995,0.00003894525,0.000156878,0.0001731882,0.000005244919,0.0001084125,0.00002633926,0.0002762271,0.9872749,0.0005097789,0.0001150062,0.01125414],"study_design_scores_gemma":[0.00001026887,0.0001532195,0.000238862,0.00001038651,0.000007006618,0.0001353933,0.00001063189,0.000610678,0.9946299,0.00005730954,0.00412538,0.00001092532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407592,0.01577165,0.03700053,0.0003411383,0.0002044856,0.0001561278,0.0003259559,0.0003972798,0.005043626],"genre_scores_gemma":[0.9513147,0.008609124,0.03459538,0.0001168762,0.00006431001,0.00009133168,0.0004687994,0.00006926078,0.004670294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001243958,"threshold_uncertainty_score":0.004161417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987676710292528,"score_gpt":0.2565532196277938,"score_spread":0.2366764525248685,"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."}}