{"id":"W6939121214","doi":"10.60692/54vgh-sf698","title":"Boosting Energy Storage Performance of Glass Ceramics via Modulating Defect Formation During Crystallization","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Energy storage; Miniaturization; Ceramic; Pulsed power; Microstructure; Crystallization; Dielectric; Power density","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":[0.00007525439,0.0001892522,0.00009115654,0.0001208219,0.0001263581,0.0002187389,0.000129025,0.00009980252,0.0004738193],"category_scores_gemma":[0.0001095603,0.0001089493,0.0001012061,0.0001172329,0.0002367325,0.0002251652,0.0001953777,0.0002020795,0.0001315715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001853137,"about_ca_system_score_gemma":0.0001843859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008595163,"about_ca_topic_score_gemma":0.001613025,"domain_scores_codex":[0.999961,0.000002586229,0.000003302951,0.000008247207,0.00001024602,0.00001453385],"domain_scores_gemma":[0.999956,0.000009888268,0.00001565628,0.00000421118,0.000007640267,0.000006631569],"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":[0.00002441767,0.000004997256,0.0001044939,0.0000213466,0.000001067132,0.00001679946,0.0000193587,0.00008370006,0.9988731,0.000092753,0.00002267909,0.000735305],"study_design_scores_gemma":[0.00000524447,0.00006805018,0.0006031514,0.000001851781,0.000003317031,0.0000225241,0.00001883047,0.00125886,0.9976256,0.00002080332,0.0003683906,0.000003310912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974428,0.0003224963,0.001290871,0.00004394458,0.00001602843,0.000006831224,0.00003628339,0.00005004921,0.0007905903],"genre_scores_gemma":[0.9987758,0.0002429471,0.000682727,0.00000747253,0.000003685933,0.000004685024,0.00001932186,0.000009157272,0.0002542289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008595163,"threshold_uncertainty_score":0.001708984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050576716372981,"score_gpt":0.1614290721856682,"score_spread":0.1509233050219383,"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."}}