{"id":"W4403138339","doi":"10.1021/acs.jpcc.4c05494","title":"Navigating Solvent Chemistry and Microstructures: Toward Mechanically Enhanced Ceramic-Rich Composite Electrolytes","year":2024,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Canada Foundation for Innovation","keywords":"Composite number; Electrolyte; Microstructure; Ceramic; Solvent; Chemical engineering; Chemistry; Materials science; Composite material; Organic chemistry; Physical chemistry; Engineering","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":[0.000200595,0.0003190362,0.0001773515,0.0001954407,0.0001975123,0.0005664754,0.0003177147,0.000272455,0.0007256178],"category_scores_gemma":[0.0002541823,0.000180967,0.0001634868,0.0001581377,0.0003076997,0.0008386684,0.0004371312,0.0005552367,0.0003467327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623063,"about_ca_system_score_gemma":0.000262544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003485142,"about_ca_topic_score_gemma":0.001654036,"domain_scores_codex":[0.9999173,0.000007591802,0.000006252367,0.00002054783,0.00003119584,0.00001717907],"domain_scores_gemma":[0.999879,0.00003502415,0.00004549611,0.000007485507,0.00001937367,0.00001354475],"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":[0.00002334718,0.00002318348,0.0001506612,0.0001191026,0.00000413671,0.00005489773,0.00004458138,0.0008030609,0.9934328,0.0008582766,0.00007082646,0.0044151],"study_design_scores_gemma":[0.00001174215,0.0001385259,0.0004879217,0.00001083656,0.000009954437,0.0001121693,0.00004677627,0.004334196,0.9900385,0.0003307343,0.004468189,0.00001052347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356925,0.007081981,0.04881889,0.0005163153,0.00007809164,0.00006734591,0.0001609191,0.0004064927,0.007177467],"genre_scores_gemma":[0.958998,0.004753214,0.03437053,0.0001437402,0.00003548167,0.00003983654,0.0001039229,0.00005570531,0.001499508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007256178,"threshold_uncertainty_score":0.002427459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00409379881384866,"score_gpt":0.2296873729283711,"score_spread":0.2255935741145224,"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."}}