{"id":"W2976418248","doi":"10.3390/coatings9100617","title":"Single Particle Erosion Behavior of NiTi-Based Nanolaminates and Superelastic NiTi Monolayer Coatings","year":2019,"lang":"en","type":"article","venue":"Coatings","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nickel titanium; Materials science; Metallurgy; Coating; Annealing (glass); Intermetallic; Austenite; Composite material; Shape-memory alloy; Microstructure; Alloy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001795165,0.0001942884,0.0002517094,0.0002177694,0.0001380304,0.0002324791,0.0002435633,0.0002989051,0.000535708],"category_scores_gemma":[0.000360871,0.0001711776,0.0001684358,0.0001695882,0.0001514312,0.0001721109,0.0001613058,0.0002557508,0.0001641097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403267,"about_ca_system_score_gemma":0.00007759588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008563424,"about_ca_topic_score_gemma":0.00166855,"domain_scores_codex":[0.9997634,0.00001326354,0.00001221545,0.00003782533,0.0001409199,0.00003241444],"domain_scores_gemma":[0.9997467,0.00005233266,0.00006386003,0.00002334561,0.00008683008,0.00002676735],"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":[0.00004595943,0.00001047581,0.0003831346,0.00003620725,0.000005837973,0.00004809549,0.00004683592,0.0001543759,0.9976135,0.00002477716,0.0000193175,0.001611533],"study_design_scores_gemma":[0.000003908598,0.0002102603,0.007152457,0.000003848276,0.000007985327,0.00007691996,0.00004603463,0.002074016,0.9896823,0.000006769056,0.0007298039,0.00000573891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978016,0.0007023554,0.0008074577,0.00001104777,0.000009749936,0.000008148382,0.00004113953,0.00001871774,0.0005997912],"genre_scores_gemma":[0.9962903,0.0003217226,0.001846236,0.00001137473,0.000003660555,0.000007161785,0.00008122678,0.00001084477,0.001427504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008563424,"threshold_uncertainty_score":0.001792073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388820486173744,"score_gpt":0.1939474105076136,"score_spread":0.1800592056458761,"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."}}