{"id":"W4312529580","doi":"10.31399/asm.cp.itsc2009p0397","title":"Enhanced TBC Performance with Nanostructured Bond Coats","year":2009,"lang":"en","type":"article","venue":"Thermal spray","topic":"Advanced materials and composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Equiaxed crystals; Thermal barrier coating; Porosity; Thermal spraying; Composite material; Metal; Metallurgy; Microstructure; Ceramic; Coating","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":[],"consensus_categories":[],"category_scores_codex":[0.00001789679,0.0001285473,0.0001237394,0.00001618187,0.00004429895,0.00002076353,0.00009467915,0.00003538645,0.00009285533],"category_scores_gemma":[8.076321e-7,0.00009633537,0.000014632,0.00005713464,0.00001602979,0.0001302841,0.000006462082,0.00006303097,0.00003939838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001389266,"about_ca_system_score_gemma":0.000004119086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.948728e-7,"about_ca_topic_score_gemma":0.000001216249,"domain_scores_codex":[0.9995325,0.000003901102,0.00008947673,0.00009468335,0.00007814159,0.0002012762],"domain_scores_gemma":[0.9997839,0.000004568227,0.00001799589,0.0001400749,0.0000130917,0.00004040336],"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":[0.00005155756,0.000005111907,0.0000224738,0.00001102983,0.000006664014,0.000002743895,0.00007968664,0.008507592,0.9824029,0.0001019743,0.00004331613,0.008764912],"study_design_scores_gemma":[0.0002501107,0.0001311852,0.01013487,0.00002439636,0.000006173814,0.000006478084,0.000005420929,0.0002310535,0.9878485,0.00006108557,0.001134082,0.0001666466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851707,0.0001460175,0.001051387,0.00001749075,0.0001488253,0.00007961239,0.000002599561,0.0002550902,0.0131283],"genre_scores_gemma":[0.997892,0.00002416956,0.001716392,0.00007842595,0.0001011912,0.000004498718,0.000004189887,0.00001880987,0.0001603352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01296797,"threshold_uncertainty_score":0.3928442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002763602816220523,"score_gpt":0.1698749186146266,"score_spread":0.1671113157984061,"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."}}