{"id":"W3155865589","doi":"10.1016/j.surfcoat.2021.127155","title":"Characterization of single- and multilayer cold-spray coating of Zn on AZ31B","year":2021,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gas dynamic cold spray; Coating; Materials science; Characterization (materials science); Metallurgy; Composite material; Nanotechnology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000955076,0.0001506279,0.0002994496,0.0001083295,0.00004793292,0.0000136713,0.00006960819,0.0002486171,0.00000847132],"category_scores_gemma":[0.0001067323,0.0001618014,0.00002109215,0.0003683649,0.0001180846,0.00006303408,0.00004876234,0.0002041272,0.000001146043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001676306,"about_ca_system_score_gemma":0.00001461299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005235812,"about_ca_topic_score_gemma":0.00001380805,"domain_scores_codex":[0.9991795,0.00002015465,0.0003117334,0.0002113548,0.000106168,0.0001710638],"domain_scores_gemma":[0.999447,0.00007201816,0.0001205478,0.0001978632,0.0001331518,0.00002935223],"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":[0.000003363317,0.00003243007,0.01113431,0.00009753024,0.00000958971,0.000004879725,0.0004849744,0.0001273583,0.9869956,0.0005076011,0.000006818223,0.0005955028],"study_design_scores_gemma":[0.0002708587,0.0001098976,0.001991455,0.0001680522,0.00001813117,0.00001012476,0.0002840792,0.00005868947,0.996703,0.00001557604,0.0002340648,0.0001360941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990591,0.0001347706,0.0001801201,0.0001191689,0.00009005221,0.0001186993,0.00001904544,0.0002135117,0.00006550266],"genre_scores_gemma":[0.9972796,0.00005470645,0.002532248,0.00001540452,0.000008590381,0.000005703582,0.00001263947,0.00003069473,0.00006041853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009707338,"threshold_uncertainty_score":0.6598069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008880315653068691,"score_gpt":0.2124165224160916,"score_spread":0.2035362067630229,"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."}}