{"id":"W1593500169","doi":"10.1002/9781118495223.ch32","title":"Linear Friction Welding of Allvac( <sup>®</sup> ) 718Plus( <sup>®</sup> ) Superalloy","year":2010,"lang":"en","type":"other","venue":"","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Superalloy; Welding; Metallurgy; Materials science; Nuclear physics; Physics; Microstructure","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004755146,0.0008257419,0.001068008,0.0004472229,0.0001988777,0.0001840118,0.001041904,0.001350023,0.06556837],"category_scores_gemma":[0.00009507807,0.0006376986,0.0003221046,0.0002713918,0.0003228516,0.0003040505,0.0003398379,0.0007565999,0.001783149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006939175,"about_ca_system_score_gemma":0.0001923465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00401517,"about_ca_topic_score_gemma":0.0004859586,"domain_scores_codex":[0.9964807,0.0001611926,0.0008452318,0.001024412,0.0006879675,0.0008005083],"domain_scores_gemma":[0.9979887,0.00008315374,0.0003740844,0.001160608,0.0001806685,0.0002127643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001256648,0.00010261,0.0002055574,0.0005229165,0.0001440927,0.00001648558,0.002257007,0.0009578407,0.6010101,0.0008887648,0.3929135,0.0008555393],"study_design_scores_gemma":[0.0006666333,0.0001800298,0.00002255433,0.0002620008,0.0001317651,0.00005143295,0.0005677245,0.0005016132,0.1681267,0.0001325805,0.8284615,0.0008954561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2662042,0.003464194,0.0009260585,0.0005427205,0.003293985,0.001824297,0.0007830006,0.002086629,0.7208749],"genre_scores_gemma":[0.1115811,0.00064216,0.02270637,0.0005738313,0.003536662,0.00005203286,0.000198363,0.001174885,0.8595346],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.435548,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191263506861596,"score_gpt":0.2269301398450069,"score_spread":0.2150175047763909,"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."}}