{"id":"W4313613610","doi":"10.1007/s11666-022-01526-6","title":"As-Sprayed Highly Crystalline Yb2Si2O7 Environmental Barrier Coatings (EBCs) by Atmospheric Plasma Spray (APS)","year":2023,"lang":"en","type":"article","venue":"Journal of Thermal Spray Technology","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Microstructure; Crystallinity; Atmospheric-pressure plasma; Coating; Amorphous solid; Annealing (glass); Composite material; Sintering; Silicon; Thermal barrier coating; Evaporation; Mass fraction; Thermal spraying; Plasma; Metallurgy","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":[0.000111972,0.0002575267,0.0002392451,0.0001687119,0.0001799312,0.0003179408,0.0001958998,0.0002191568,0.002110297],"category_scores_gemma":[0.0001118731,0.0001488706,0.0001661123,0.0001520452,0.0001833152,0.0001632522,0.0001826292,0.0003422812,0.0003556983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692752,"about_ca_system_score_gemma":0.0003645207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126736,"about_ca_topic_score_gemma":0.005338466,"domain_scores_codex":[0.9998823,0.000005111759,0.000005419568,0.00002115692,0.00004679056,0.00003912079],"domain_scores_gemma":[0.9999293,0.000007377062,0.0000138623,0.000006446906,0.00003243911,0.00001055479],"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":[0.00002730254,0.000002699634,0.00005172018,0.00002288017,0.000001759233,0.00001507519,0.00000866295,0.00003405603,0.9991105,0.00004461612,0.00004776511,0.0006328769],"study_design_scores_gemma":[0.000005874484,0.0000243342,0.0007645937,0.00000225485,0.000004776655,0.00002461351,0.00001510524,0.0004435478,0.9977682,0.000008179501,0.0009365367,0.000002146177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934325,0.0004773721,0.002674168,0.00005527322,0.00004967088,0.00002271125,0.0001896586,0.0001147918,0.002983843],"genre_scores_gemma":[0.992789,0.0003431813,0.002950356,0.00001887788,0.000009705694,0.00001129644,0.0001415185,0.00004932259,0.003686792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003126736,"threshold_uncertainty_score":0.007059693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004356851381954828,"score_gpt":0.2142978601640724,"score_spread":0.2099410087821176,"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."}}