{"id":"W4401586802","doi":"10.20944/preprints202407.2451.v1","title":"Coating of Refractory Surfaces with Fine TiO&lt;sub&gt;2&lt;/sub&gt; Particles via Gas‐Dynamic Cold Spraying","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alexander von Humboldt-Stiftung","keywords":"Refractory (planetary science); Coating; Materials science; Gas dynamic cold spray; Composite material; Metallurgy","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001135291,0.00099212,0.001153231,0.0003824873,0.0001549227,0.0001191728,0.0008755208,0.0007275552,0.0001778249],"category_scores_gemma":[0.0002778783,0.001007749,0.0002897196,0.0005586944,0.000218763,0.0001863816,0.00157519,0.00244253,0.000592004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005664813,"about_ca_system_score_gemma":0.0002599249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008698302,"about_ca_topic_score_gemma":0.000540985,"domain_scores_codex":[0.9952723,0.0002055118,0.00134479,0.001435263,0.0008895492,0.0008525275],"domain_scores_gemma":[0.9967119,0.0003044742,0.0004906805,0.001902104,0.0003157865,0.0002750171],"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":[0.00003172135,0.0001038729,0.05154911,0.001429081,0.0002708973,0.00008108081,0.001704213,0.08828482,0.8561727,0.00006466664,0.00005592779,0.0002518648],"study_design_scores_gemma":[0.0004597986,0.00006107479,0.05006549,0.002640256,0.0004154547,0.00002467753,0.00007096249,0.01114207,0.9331719,0.0001610734,0.0005743646,0.001212829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940753,0.001007986,0.0002870218,0.00008479136,0.001257898,0.001058423,0.0000952646,0.001598997,0.0005343445],"genre_scores_gemma":[0.9972317,0.0001860083,0.001416512,0.00001107281,0.0001641694,0.0002823788,0.00008973965,0.000367992,0.0002504644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07714275,"threshold_uncertainty_score":0.9998589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034597671480617,"score_gpt":0.2790961609598775,"score_spread":0.2444984894792606,"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."}}