{"id":"W2000112524","doi":"10.1179/174328409x439105","title":"Single pass laser joining of Inconel 718 superalloy with filler","year":2010,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Materials science; Welding; Inconel; Heat-affected zone; Superalloy; Metallurgy; Grain boundary; Microstructure; Laser beam welding; Cracking; Filler metal; Composite material; Liquation; Alloy; Arc welding","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":[0.0001598889,0.00007943992,0.0001385666,0.0001933266,0.00006988033,0.00004014287,0.0001962353,0.0001049094,0.00006122477],"category_scores_gemma":[0.00004202429,0.00005640768,0.000004433342,0.0003318168,0.0006191972,0.0001064784,0.00008798824,0.00008005243,0.000001953177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000702445,"about_ca_system_score_gemma":0.00001871708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002620195,"about_ca_topic_score_gemma":0.00002397779,"domain_scores_codex":[0.9994525,0.000002465866,0.000114119,0.0001352807,0.0001037603,0.0001919185],"domain_scores_gemma":[0.9997044,0.000009615898,0.00002261929,0.0001680373,0.00006873794,0.00002657987],"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":[0.00000191265,0.000007389954,0.0005563884,0.0000191432,0.00000229418,0.000002958122,0.00001866868,0.000007924802,0.9971527,0.001023478,0.0001334325,0.001073726],"study_design_scores_gemma":[0.00007641641,0.00008509393,0.0006187069,0.00002464282,0.000002815879,0.00002578144,0.00003793476,0.00002247352,0.9967324,0.0006935191,0.001596457,0.0000837474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984521,0.00001800071,0.00003775258,0.0002622336,0.0001622798,0.00006093435,0.000005832676,0.000337058,0.0006638528],"genre_scores_gemma":[0.9944254,0.00001876859,0.005493005,0.00001169385,0.00001838881,0.000009924503,6.159522e-7,0.000009180009,0.00001302692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005455252,"threshold_uncertainty_score":0.2300239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005717357509457743,"score_gpt":0.1926067569067724,"score_spread":0.1868893993973146,"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."}}