{"id":"W4412672921","doi":"10.1007/s11661-025-07921-2","title":"Development and Characterization of Boron-Containing/Boron-Free Hybrid Brazed Joints for TLP Bonding of Ni-Based Superalloys","year":2025,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stryker (Canada); Dalhousie University","funders":"","keywords":"Superalloy; Boron; Brazing; Materials science; Metallurgy; Characterization (materials science); Microstructure; Chemistry; Nanotechnology; Alloy","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":[0.000569768,0.0001562715,0.0005036506,0.00007141456,0.000230445,0.0001265761,0.0001176168,0.00006254474,0.0005137312],"category_scores_gemma":[0.00003046585,0.0001288788,0.00005634773,0.00007406478,0.000138144,0.0001778796,0.00002367606,0.00003323538,0.000001674284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001251841,"about_ca_system_score_gemma":0.00007371835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312992,"about_ca_topic_score_gemma":0.00003496601,"domain_scores_codex":[0.9987453,0.00007876741,0.0005870834,0.0002648676,0.000135858,0.0001880997],"domain_scores_gemma":[0.9995277,0.00006067397,0.0001208391,0.0001521365,0.00008163081,0.00005704213],"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":[0.0004371558,0.00008212716,0.000005499432,0.0004718002,0.00004154803,7.898969e-7,0.0001400383,0.000005158669,0.9964826,0.0008872294,0.00000433314,0.001441696],"study_design_scores_gemma":[0.001255621,0.0001120366,0.001283961,0.0001297612,0.0000967375,0.000005314311,0.00004281979,0.0001830056,0.9910525,0.0001937596,0.005503108,0.0001413815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258223,0.00008980359,0.07296893,0.0001661867,0.000308613,0.0003641024,0.0001727856,0.00003030925,0.00007699373],"genre_scores_gemma":[0.9872282,0.0000396071,0.01163182,0.00005551781,0.0000148008,0.00009613556,0.00004543862,0.00001204608,0.0008764826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06140587,"threshold_uncertainty_score":0.5624997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003836346413657,"score_gpt":0.2346888212843631,"score_spread":0.2146504578202265,"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."}}