{"id":"W1976411827","doi":"10.1016/j.msea.2008.03.033","title":"Microstructure and mechanical characteristics of iron-based coating prepared by plasma transferred arc cladding process","year":2008,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"East China Institute of Technology; East China University of Science and Technology; Petroleum Technology Alliance Canada","keywords":"Microstructure; Materials science; Coating; Cladding (metalworking); Plasma arc welding; Plasma; Metallurgy; Composite material; Arc (geometry); Arc melting; Mechanical engineering; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005394472,0.0001508157,0.0002816167,0.00006508987,0.0001944855,0.0001129945,0.0001841084,0.00005679418,0.00005064852],"category_scores_gemma":[0.0002004534,0.0001212555,0.00001329664,0.0001376659,0.0003254183,0.0002080208,0.00004444822,0.00004870033,0.000001697505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001408233,"about_ca_system_score_gemma":0.00007333195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002183373,"about_ca_topic_score_gemma":3.492891e-7,"domain_scores_codex":[0.9988062,0.00001956553,0.0002896512,0.0003029963,0.0002956183,0.0002859583],"domain_scores_gemma":[0.9995978,0.0000346261,0.00006393259,0.0001202782,0.00008123159,0.0001021319],"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":[0.00004194342,0.00000719938,0.00007156382,0.0002333898,0.000001388161,0.000001973979,0.0006387743,0.00009054517,0.9988042,0.00002420653,0.000006691587,0.00007813991],"study_design_scores_gemma":[0.0002187267,0.00007795174,0.001089589,0.00007915538,0.000008872299,0.00003837688,0.00003848617,0.004228142,0.9940233,0.000006736868,0.00003411543,0.0001566054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991497,0.00004598586,0.0002438891,0.00002789405,0.0002442212,0.0001231454,0.00009693497,0.00005534978,0.00001284228],"genre_scores_gemma":[0.9985506,0.00001372156,0.001341713,0.00002436237,0.00003086115,0.00001168552,0.000004560592,0.00001291637,0.000009557614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004780942,"threshold_uncertainty_score":0.4944656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138616784588741,"score_gpt":0.2039681978861985,"score_spread":0.192582030040311,"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."}}