{"id":"W4283756658","doi":"10.33961/jecst.2022.00290","title":"Direct Microwave Sintering of Poorly Coupled Ceramics in Electrochemical Devices","year":2022,"lang":"en","type":"article","venue":"Journal of Electrochemical Science and Technology","topic":"Microwave-Assisted Synthesis and Applications","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Susceptor; Materials science; Sintering; Ceramic; Yttria-stabilized zirconia; Microwave; Composite material; Metallurgy; Cubic zirconia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004486942,0.000121965,0.0003425611,0.0003823126,0.0001365613,0.00002076441,0.0007085282,0.0001051067,0.00007931325],"category_scores_gemma":[0.0002947312,0.0001134661,0.00005983149,0.001370116,0.0004721771,0.00008348402,0.0002261195,0.0006518458,3.145596e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849658,"about_ca_system_score_gemma":0.0002539812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004944465,"about_ca_topic_score_gemma":0.000007040735,"domain_scores_codex":[0.9984609,0.000009374319,0.00052444,0.0002580052,0.0003583863,0.0003888894],"domain_scores_gemma":[0.9990363,0.0001006237,0.0003867547,0.0001772771,0.0002253369,0.00007368244],"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":[0.00004177628,0.000136132,0.0008906564,0.0000172811,0.00001365732,0.000005209514,0.00003831611,4.215506e-7,0.9955559,0.0006259181,0.00001984413,0.002654881],"study_design_scores_gemma":[0.0002676782,0.000102075,0.00004069873,0.00002791867,0.00001742591,0.0004135881,0.000312036,0.0003648152,0.9964018,0.0009876353,0.0009525784,0.0001116932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965778,0.0009106987,0.0001808005,0.001046784,0.00001281276,0.00003561514,0.000001677611,0.00001640467,0.001217405],"genre_scores_gemma":[0.9986778,0.00008012057,0.001131112,0.00005195563,0.00002218595,0.00001005259,0.000001074712,0.000008768651,0.00001688706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002543188,"threshold_uncertainty_score":0.4627015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006104444455804879,"score_gpt":0.2292401748204938,"score_spread":0.223135730364689,"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."}}