{"id":"W7139861190","doi":"","title":"Визначення особливості спрямування та розподілу інтерметалевої фази в евтектиці матеріалу зварного шва після електронно-променевого зварювання сплавів титану та ніобію","year":2023,"lang":"en","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Surface Treatment and Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Microstructure; Welding; Boride; Alloy; Electron beam welding; Heat-affected zone; Scanning electron microscope","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":[0.001385178,0.0003786937,0.0004925622,0.001923775,0.0009767802,0.002273892,0.0005996047,0.0009378413,0.01578166],"category_scores_gemma":[0.002422387,0.0005803824,0.0003809535,0.001935023,0.001353096,0.00124576,0.0008474725,0.001210172,0.008449617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008199805,"about_ca_system_score_gemma":0.002284983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003272082,"about_ca_topic_score_gemma":0.005468307,"domain_scores_codex":[0.9987727,0.0001671454,0.00008104846,0.0002266251,0.000646019,0.000106392],"domain_scores_gemma":[0.9988337,0.0002864233,0.0001147867,0.0002614062,0.0004400888,0.00006364953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001915112,0.0001182001,0.00319687,0.001026958,0.00004781409,0.001332987,0.001942409,0.003586527,0.1867523,0.1383855,0.009678717,0.6537402],"study_design_scores_gemma":[0.00003836505,0.0001677023,0.006171793,0.0003337945,0.0001066224,0.002320086,0.001458074,0.004294388,0.1047001,0.05224285,0.8279783,0.0001880402],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1153147,0.06437183,0.5098726,0.005486675,0.003193634,0.0004209456,0.001603406,0.001434851,0.2983013],"genre_scores_gemma":[0.5176206,0.03531189,0.3695342,0.0004989022,0.0006443516,0.0005302188,0.0009735861,0.000634227,0.07425212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01578166,"threshold_uncertainty_score":0.05279493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06572707599587377,"score_gpt":0.3066333373537755,"score_spread":0.2409062613579017,"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."}}