{"id":"W4385337162","doi":"10.1016/j.ceramint.2023.07.247","title":"Tuning energy storage and light transmittance properties in ZrO2-modified Na2O–K2O–Nb2O5–SiO2 glass-ceramics","year":2023,"lang":"en","type":"article","venue":"Ceramics International","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materials science; Crystallinity; Dielectric; Crystallization; Activation energy; Electric field; Transmittance; Ceramic; Permittivity; Analytical Chemistry (journal); Kinetic energy; Mineralogy; Composite material; Thermodynamics; Optoelectronics; Physical chemistry","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":[0.0001428466,0.0002685968,0.0001574558,0.0002162934,0.0001755419,0.0003803801,0.0002670807,0.0002225092,0.001069489],"category_scores_gemma":[0.0001690409,0.0002250135,0.0002201286,0.0002537503,0.0002517949,0.0002606416,0.0001603358,0.0002434205,0.0002793614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901409,"about_ca_system_score_gemma":0.0001982891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107338,"about_ca_topic_score_gemma":0.004011964,"domain_scores_codex":[0.9998853,0.00000734952,0.000009975701,0.00003189704,0.0000330734,0.00003235075],"domain_scores_gemma":[0.999907,0.00001594819,0.00002903397,0.000008867892,0.00002182813,0.00001731256],"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":[0.00006314855,0.000004926259,0.00008388353,0.00002182052,0.000003170463,0.0000169638,0.0000149807,0.00006655425,0.9993989,0.00003098692,0.00001909628,0.0002755463],"study_design_scores_gemma":[0.000009199353,0.00007018788,0.002205451,0.000002076334,0.00001103491,0.0000207907,0.00003915947,0.00124773,0.9959201,0.00000774319,0.0004582794,0.000008339354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986759,0.0002455963,0.000329977,0.00001710446,0.00001807815,0.000004092399,0.00008695805,0.00003680656,0.0005854784],"genre_scores_gemma":[0.9990367,0.0001229824,0.0002975642,0.000006893345,0.000003402535,0.000003916772,0.00005243127,0.00001119517,0.0004649692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002107338,"threshold_uncertainty_score":0.004190087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021148881022693,"score_gpt":0.2407700237875293,"score_spread":0.2205585349773024,"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."}}