{"id":"W4376881400","doi":"10.31399/asm.cp.itsc2023p0295","title":"Thermal Oxidation of Heavily Deformed Zn Coatings Produced by Cold Spray and Formation of ZnO Nanowires","year":2023,"lang":"en","type":"article","venue":"Thermal spray","topic":"ZnO doping and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Zinc; Microstructure; Thermal oxidation; X-ray photoelectron spectroscopy; Nanostructure; Chemical engineering; Nanowire; Thermal spraying; Oxide; Ceramic; Scanning electron microscope; Nanotechnology; Metallurgy; Composite material; Coating","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006674239,0.0001113982,0.0001975619,0.00005728132,0.00009527525,0.0000294459,0.0001370179,0.00005789053,0.00007260579],"category_scores_gemma":[0.00009094674,0.00008286486,0.00002830693,0.0001605785,0.0001207817,0.000403382,0.00005681818,0.00004775851,0.00005162248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001535446,"about_ca_system_score_gemma":0.00003256645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001662708,"about_ca_topic_score_gemma":0.000009182379,"domain_scores_codex":[0.9989659,0.00009860253,0.0003282186,0.0001562831,0.0002436813,0.0002073776],"domain_scores_gemma":[0.9994071,0.00006363571,0.0002355957,0.0001713302,0.00008659915,0.00003577711],"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":[0.00009743295,0.00002128687,0.000572041,0.0001610468,0.000003652975,2.594595e-7,0.001550664,0.000220192,0.9963573,0.0001172218,0.0003075752,0.000591393],"study_design_scores_gemma":[0.0002945291,0.0001580636,0.002837101,0.00008713447,0.00001100516,9.046789e-7,0.0001832706,0.0001994561,0.9957791,0.00001526664,0.0003307978,0.0001033949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998629,0.0001460121,0.00002196349,0.0002533873,0.0001236921,0.000252658,0.00002485332,0.00009424203,0.0004541973],"genre_scores_gemma":[0.9994593,0.00001879646,0.0001331935,0.00004250134,0.00004110353,0.00002003209,0.00001672436,0.0000145927,0.0002537064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00226506,"threshold_uncertainty_score":0.3379131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933780449868756,"score_gpt":0.2354245991870939,"score_spread":0.2160867946884063,"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."}}