{"id":"W4372232630","doi":"10.1016/j.compositesb.2023.110765","title":"Achieving high electrical homogeneity in (Na2O, K2O)–Nb2O5–SiO2-MO (M = Ca2+, Sr2+, Ba2+) glass-ceramics for energy storage by composition design","year":2023,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Ferroelectric and Piezoelectric Materials","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Crystallization; Dielectric; Activation energy; Mineralogy; Homogeneity (statistics); Ceramic; Microstructure; Analytical Chemistry (journal); Nucleation; Composite material; Chemical engineering; Thermodynamics; Chemistry; Physical chemistry; Optoelectronics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009096847,0.0004684165,0.0006811584,0.0004213059,0.000261049,0.0002332707,0.0004956248,0.0002506201,0.00005570816],"category_scores_gemma":[0.0001294186,0.0005019262,0.000124112,0.001199884,0.00003506395,0.0002700693,0.0001145993,0.000216846,0.00006285372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273407,"about_ca_system_score_gemma":0.00007188093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001661272,"about_ca_topic_score_gemma":0.00000510776,"domain_scores_codex":[0.9968612,0.0001977318,0.0007049289,0.00070567,0.0003718821,0.001158577],"domain_scores_gemma":[0.9982821,0.0009280537,0.0001583085,0.0003410734,0.0000882278,0.0002022246],"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":[0.0001402215,0.00008875857,0.0001156621,0.00007607263,0.00002198296,0.00001994082,0.00005943269,0.07141015,0.9214875,0.00115652,0.004657095,0.000766689],"study_design_scores_gemma":[0.000820615,0.0003193813,0.0004410209,0.00007814698,0.00003226877,0.00002621901,0.000003811544,0.4027174,0.5913554,0.00009369613,0.003490182,0.0006218207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6978948,0.0005467085,0.2997188,0.00007691064,0.0006386125,0.0004322091,0.00009354942,0.0005754544,0.00002298982],"genre_scores_gemma":[0.9925563,0.0001666532,0.005892488,0.00009856056,0.0003803656,0.0002927952,0.0003549339,0.00009961576,0.0001582397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3313073,"threshold_uncertainty_score":0.9997432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393387933747826,"score_gpt":0.2218607565500866,"score_spread":0.2079268772126083,"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."}}