{"id":"W3216283927","doi":"10.3390/coatings11121474","title":"Nano-Micro-Structured 6%–8% YSZ Thermal Barrier Coatings: A Comprehensive Review of Comparative Performance Analysis","year":2021,"lang":"en","type":"review","venue":"Coatings","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Thermal barrier coating; Materials science; Yttria-stabilized zirconia; Nano-; Cubic zirconia; Microstructure; Coating; Nanotechnology; Composite material; Ceramic","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":[0.0004153764,0.0008380461,0.0009448517,0.00253763,0.0002061626,0.0005965314,0.0004655764,0.0005638594,0.001933433],"category_scores_gemma":[0.0004791472,0.0003600252,0.0005115762,0.00249354,0.0001656277,0.0007942931,0.0004034558,0.000597441,0.0007513335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003562754,"about_ca_system_score_gemma":0.0007878926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296159,"about_ca_topic_score_gemma":0.00183594,"domain_scores_codex":[0.99985,0.0000160032,0.00002534916,0.00003674512,0.00005695984,0.0000148189],"domain_scores_gemma":[0.9997953,0.0000816216,0.00003804614,0.00000739605,0.00006604727,0.00001165572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000825537,0.0001080699,0.0002908974,0.06430126,0.0001542113,0.0001453905,0.00009808656,0.0009774083,0.01401839,0.004869406,0.01308779,0.9018666],"study_design_scores_gemma":[0.00001370604,0.000331495,0.002110824,0.006643127,0.0003738541,0.0009057794,0.00009642601,0.0005082484,0.007767994,0.001598217,0.9796106,0.0000397631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005328286,0.9980912,0.000255908,0.00007234254,0.00006886555,0.000006888081,0.00003866826,0.000008437338,0.0009248989],"genre_scores_gemma":[0.002374267,0.9963075,0.0005148793,0.0000612738,0.00005173296,0.00001024821,0.00006621677,0.000002839994,0.0006110885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00253763,"threshold_uncertainty_score":0.006467938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188801480900158,"score_gpt":0.3071638700897538,"score_spread":0.2752758552807523,"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."}}