{"id":"W2372844013","doi":"","title":"Vacuum brazing of Ti_3Al-based alloy using Ti-15Cu-15Ni brazing filler","year":2008,"lang":"en","type":"article","venue":"Electric Welding Machine","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Brazing; Materials science; Filler (materials); Alloy; Filler metal; Metallurgy; Phase (matter); Composite material; Joint (building); Chemistry; Welding; Structural engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003369862,0.0004143641,0.0006163791,0.0007693071,0.0002543411,0.00002281044,0.0004053397,0.0001836099,0.0001548359],"category_scores_gemma":[0.0001138701,0.0004453257,0.0002692766,0.001562611,0.00004609252,0.0002382092,0.00006958986,0.0005480108,0.00001193795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979377,"about_ca_system_score_gemma":0.00005163547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000155989,"about_ca_topic_score_gemma":0.000007716494,"domain_scores_codex":[0.9977956,0.00005508419,0.0006441096,0.0004081769,0.000414788,0.0006821776],"domain_scores_gemma":[0.9988621,0.0002027341,0.0001848358,0.0005404619,0.00008136302,0.0001285447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002450993,0.00005625753,0.004195657,0.0001194972,0.0001736266,0.00007227232,0.0000894442,0.4925887,0.4985627,0.00010503,0.0007662338,0.003246103],"study_design_scores_gemma":[0.000407719,0.00006217957,0.0005626534,0.0000897853,0.00008807892,0.00009616857,0.000003204744,0.7555154,0.241335,0.0001871325,0.001168542,0.0004841371],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5866753,0.001661102,0.4091822,0.00004494525,0.0001398113,0.000199419,0.000007521617,0.001144677,0.0009449591],"genre_scores_gemma":[0.927538,0.0002449856,0.07180111,0.00004944579,0.0001199578,0.00001190608,0.00001576499,0.000139925,0.0000789181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3408626,"threshold_uncertainty_score":0.9997998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559772049703607,"score_gpt":0.2338790299446329,"score_spread":0.2182813094475968,"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."}}