{"id":"W2519832218","doi":"10.1016/j.matdes.2016.09.027","title":"Microstructural investigation of Fe Cr Nb B amorphous/nanocrystalline coating produced by HVOF","year":2016,"lang":"en","type":"article","venue":"Materials & Design","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Materials science; Nanocrystalline material; Thermal spraying; Amorphous solid; Metallurgy; Coating; Transmission electron microscopy; Scanning electron microscope; Substrate (aquarium); Corrosion; Microstructure; Chemical engineering; Composite material; Crystallography; Nanotechnology","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":[0.0004019144,0.0002309898,0.0003656599,0.00005193058,0.00004452765,0.00005690415,0.0001779071,0.00009081083,0.0004620304],"category_scores_gemma":[0.00007000039,0.0001649645,0.00004160191,0.00009751586,0.00007017735,0.0001582602,0.00003119034,0.00003802472,0.00003780425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004274195,"about_ca_system_score_gemma":0.00002534441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005028772,"about_ca_topic_score_gemma":0.000001661307,"domain_scores_codex":[0.9986346,0.0001034969,0.00053983,0.0002362128,0.0001771596,0.0003086943],"domain_scores_gemma":[0.999355,0.00007422006,0.0001569813,0.000271064,0.00006320859,0.00007953106],"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":[0.00002181946,0.000004859083,0.00005753247,0.0001025993,0.00002843998,0.000002266448,0.00006466866,0.000150582,0.9948831,0.00006714,0.004286764,0.0003302232],"study_design_scores_gemma":[0.0004499295,0.00005307061,0.0003477537,0.000099301,0.00002182521,0.000008316756,0.000007916532,0.00009644023,0.9976196,0.0003285902,0.0007414196,0.0002257862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847304,0.0001164814,0.01382922,0.0000920543,0.000533385,0.0003636724,0.0001059559,0.0002097059,0.00001913775],"genre_scores_gemma":[0.9913303,0.00004411403,0.008138742,0.00003423833,0.0001542932,0.00003025474,0.00002870649,0.00006776499,0.0001715359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006599965,"threshold_uncertainty_score":0.6727059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567021043991354,"score_gpt":0.1940471190372257,"score_spread":0.1783769085973122,"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."}}