{"id":"W4255321579","doi":"10.22215/etd/2007-06211","title":"Design of novel thermal barrier coatings with reduced thermal conduction and thermal radiation","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Thermal conduction; Thermal; Radiation; Thermal radiation; Engineering physics; Electrical engineering; Materials science; Physics; Optics; Engineering; Thermodynamics","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":[0.0003266868,0.000457607,0.0004192959,0.0002467301,0.00009385545,0.00006563537,0.000141749,0.00056666,0.0001583709],"category_scores_gemma":[0.00003101321,0.0003870149,0.00005409585,0.0002360518,0.00005821446,0.0002793138,0.000007620251,0.0005215612,0.000004446224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007708978,"about_ca_system_score_gemma":0.0001000429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006239377,"about_ca_topic_score_gemma":0.00002263896,"domain_scores_codex":[0.9984373,0.00004651176,0.000481581,0.0003402889,0.0003762767,0.000318083],"domain_scores_gemma":[0.9991269,0.00009806547,0.0002170346,0.0002703319,0.0001881845,0.00009945544],"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":[0.0001261243,0.0000305802,0.0001123281,0.0001166289,0.00006395103,0.000002933922,0.003803144,0.02246597,0.9714052,0.0000240609,0.00003806168,0.001811018],"study_design_scores_gemma":[0.0009677859,0.0001538313,0.01048827,0.0001805307,0.0001685067,0.00001015979,0.0007539361,0.001872952,0.9848165,5.940776e-7,0.00002500829,0.0005619169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944685,0.0001458277,0.002747542,0.000004418024,0.0005450316,0.0006406456,0.00001712762,0.0002905958,0.001140313],"genre_scores_gemma":[0.9919775,0.00001179989,0.006142678,0.00001109523,0.0001776471,0.00005090617,0.0004856027,0.0001702123,0.000972537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02059302,"threshold_uncertainty_score":0.9998582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543447316959137,"score_gpt":0.2524137291524984,"score_spread":0.236979255982907,"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."}}