{"id":"W4401371130","doi":"10.1016/j.oceram.2024.100653","title":"A comparative assessment of thermal conductivity of functionally graded and equivalent non-graded ZrB2–B4C–SiC–LaB6 ultra-high-temperature ceramic composites","year":2024,"lang":"en","type":"article","venue":"Open Ceramics","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Composite material; Thermal conductivity; Ceramic; Functionally graded material; Conductivity; Material properties","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":[0.0006917266,0.0004259263,0.001068631,0.0001284445,0.0001808239,0.000438958,0.0006535517,0.0001750832,0.0007182015],"category_scores_gemma":[0.0000315032,0.0003646925,0.0001075401,0.0002943391,0.0005073582,0.0008108436,0.0003585349,0.0002792259,0.00001652311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725471,"about_ca_system_score_gemma":0.0003204938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003737389,"about_ca_topic_score_gemma":0.00004866812,"domain_scores_codex":[0.9972018,0.000337745,0.0007620338,0.0007703021,0.0005206073,0.000407488],"domain_scores_gemma":[0.9982005,0.0005513362,0.0003865869,0.0005193212,0.0002254114,0.0001168399],"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":[0.0001706562,0.0002463251,0.00033064,0.0004017059,0.0001333207,0.00001025498,0.0007165314,0.001294605,0.9826406,0.01379638,0.0001015993,0.0001573854],"study_design_scores_gemma":[0.0007931683,0.0002894185,0.01245137,0.0003420005,0.0001243173,0.00003223683,0.0003940935,0.001232966,0.9814051,0.00243367,0.00008909663,0.0004125603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994874,0.0002423133,0.0005107188,0.0002549814,0.001049762,0.001094155,0.0006578469,0.00006767597,0.001248575],"genre_scores_gemma":[0.9914994,0.00007254053,0.007746861,0.00006743798,0.0001085391,0.00007191571,0.0001001565,0.00004908132,0.0002840495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212073,"threshold_uncertainty_score":0.9998805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128827478918796,"score_gpt":0.3230899355474677,"score_spread":0.2918016607582798,"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."}}