{"id":"W4402375492","doi":"10.3390/coatings14091151","title":"Coating of Refractory Surfaces with Fine TiO2 Particles via Gas-Dynamic Cold Spraying","year":2024,"lang":"en","type":"article","venue":"Coatings","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coating; Gas dynamic cold spray; Refractory (planetary science); Materials science; Metallurgy; Refractory metals; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003032112,0.0002595576,0.0002974798,0.000125529,0.0001005057,0.0001122369,0.0001731886,0.0001112373,0.00005330525],"category_scores_gemma":[0.0000834998,0.0002332047,0.00005884795,0.000504187,0.00009954409,0.0002600808,0.00004117731,0.0003966246,0.00003943651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010282,"about_ca_system_score_gemma":0.00004858906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004690035,"about_ca_topic_score_gemma":0.0001217088,"domain_scores_codex":[0.9985834,0.00003577805,0.0004207308,0.0002926528,0.0003072336,0.0003601764],"domain_scores_gemma":[0.9991831,0.0002840536,0.00007602711,0.0002782579,0.00008975016,0.00008879758],"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":[0.000004892177,0.00001738734,0.002675318,0.0003249226,0.00002674799,0.00003214514,0.001567948,0.008155971,0.9854977,0.0001036064,0.0004061178,0.001187293],"study_design_scores_gemma":[0.0004591408,0.0002593063,0.002603326,0.00178983,0.0001443472,0.00003920372,0.0003988067,0.06084563,0.9293721,0.00004344442,0.00332281,0.0007220288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949186,0.0008615615,0.002470179,0.00006299419,0.0003011684,0.0001968947,0.0000137316,0.0009173246,0.0002575651],"genre_scores_gemma":[0.9946522,0.00001700702,0.00487399,0.00001097778,0.000054315,0.00002884642,0.0000143081,0.0001083553,0.000239976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05612553,"threshold_uncertainty_score":0.9509811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007741005160270153,"score_gpt":0.2240008526718585,"score_spread":0.2162598475115884,"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."}}