{"id":"W2886399123","doi":"10.1115/gt2018-75870","title":"Mechanical Properties and Structure of Laser Beam and Wide Gap Brazed Joints Produced Using Mar M247-Amdry DF3 Powders","year":2018,"lang":"en","type":"article","venue":"Volume 6: Ceramics; Controls, Diagnostics, and Instrumentation; Education; Manufacturing Materials and Metallurgy","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Brazing; Microstructure; Cladding (metalworking); Welding; Superalloy; Metallurgy; Precipitation hardening; Precipitation; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002744233,0.0002786724,0.0003242271,0.0005210536,0.0001919998,0.0003301811,0.0002493245,0.000466911,0.001435139],"category_scores_gemma":[0.0004322094,0.0003101938,0.0002450861,0.0004140944,0.0002976365,0.0002047715,0.0001671828,0.0002755956,0.0003335286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212528,"about_ca_system_score_gemma":0.0001387731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005251997,"about_ca_topic_score_gemma":0.0009604837,"domain_scores_codex":[0.9997358,0.00001825564,0.00001937625,0.00005463605,0.0001362128,0.00003571633],"domain_scores_gemma":[0.9996967,0.00005064699,0.0001170095,0.00002737766,0.00006280151,0.00004540287],"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":[0.00005302969,0.000005821509,0.0002963759,0.00002558408,0.000004134076,0.00004375894,0.0000266708,0.000108473,0.9987708,0.00002058561,0.000009679636,0.000635103],"study_design_scores_gemma":[0.00001827765,0.0006413436,0.02742272,0.000008145212,0.00003164974,0.0002422211,0.00007041309,0.0009321604,0.9696532,0.00001911585,0.0009504482,0.00001034808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984243,0.0003051951,0.0005094967,0.000006640661,0.000004962084,0.000007379635,0.0001052405,0.00003338263,0.0006034311],"genre_scores_gemma":[0.9976119,0.0001047247,0.001074804,0.000006261661,0.000002099009,0.00001021006,0.0001238256,0.0000279985,0.001038136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001435139,"threshold_uncertainty_score":0.004800975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479556802747731,"score_gpt":0.2146675231241059,"score_spread":0.1998719550966286,"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."}}