{"id":"W3010228412","doi":"10.22215/etd/2020-13879","title":"Oxidation Resistance of Additively Manufactured Inconel 718 for Gas Turbine Applications","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Inconel; Superalloy; Chromia; Microstructure; Materials science; Metallurgy; Oxide; Layer (electronics); Alloy; Substrate (aquarium); Gas turbines; Inconel 625; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001906408,0.0002162284,0.0001973315,0.0004416582,0.0002173547,0.0002988452,0.0003297712,0.0002563266,0.001018061],"category_scores_gemma":[0.0003590211,0.0001704738,0.0001883956,0.0002708559,0.0001374443,0.0002607668,0.0001896308,0.0001763672,0.0002324292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001967319,"about_ca_system_score_gemma":0.0001612725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018328,"about_ca_topic_score_gemma":0.003742518,"domain_scores_codex":[0.9996706,0.00001987666,0.00001654792,0.00003769798,0.000214785,0.00004051479],"domain_scores_gemma":[0.999808,0.00001918394,0.000043216,0.00002492019,0.00009212278,0.00001255916],"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":[0.00007711544,0.000008443099,0.001743064,0.00007600673,0.000008492027,0.0001526573,0.00006111128,0.0002977036,0.9916524,0.00004361654,0.00007490547,0.005804399],"study_design_scores_gemma":[0.000006253481,0.0006347827,0.03812895,0.00001475565,0.00003909988,0.0005802154,0.0002315581,0.001456116,0.9540066,0.00002996528,0.00486098,0.00001061032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975179,0.000499066,0.0005885467,0.00001281151,0.00001176926,0.000007428615,0.00004416814,0.00002360246,0.00129464],"genre_scores_gemma":[0.9960263,0.0002138835,0.001073324,0.000006660408,0.000002125249,0.000005190764,0.00009793888,0.00001447347,0.002560233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001018328,"threshold_uncertainty_score":0.00340569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00980386005913262,"score_gpt":0.2268354122898725,"score_spread":0.2170315522307399,"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."}}