{"id":"W2178550123","doi":"","title":"Optimization of electron beam welding parameters for Incoloy 903","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Incoloy; Electron beam welding; Welding; Beam (structure); Oscillation (cell signaling); Materials science; Current (fluid); Work (physics); Mechanics; Voltage; Cathode ray; Mechanical engineering; Structural engineering; Electron; Composite material; Engineering; Electrical engineering; Physics; Chemistry","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":[0.0006325418,0.0005945709,0.0007187809,0.0005251965,0.0003508514,0.0005725446,0.0004444221,0.0004282956,0.001630749],"category_scores_gemma":[0.0008303912,0.0002874106,0.0004197079,0.0006488208,0.0001708169,0.0003102538,0.0003066726,0.0003384908,0.0003991235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006026608,"about_ca_system_score_gemma":0.0006838363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549288,"about_ca_topic_score_gemma":0.007857788,"domain_scores_codex":[0.9997256,0.00002564869,0.00002230383,0.00006444477,0.0001179392,0.00004396206],"domain_scores_gemma":[0.9996512,0.00009053739,0.0001073374,0.0000282999,0.00009947628,0.00002311749],"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":[0.000750285,0.0001575289,0.004604479,0.0005293991,0.0000354157,0.0001532462,0.0002467024,0.009023178,0.9636725,0.0002799101,0.0003034043,0.02024397],"study_design_scores_gemma":[0.00009548434,0.00269581,0.05049433,0.00005939623,0.0001539519,0.0002285887,0.0005909985,0.01302226,0.9238824,0.0001590807,0.008556574,0.00006105935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849061,0.001145032,0.01133929,0.00006499403,0.00001601743,0.00008374187,0.000223373,0.000100861,0.002120656],"genre_scores_gemma":[0.9861991,0.0005929475,0.01178042,0.00002335932,0.000002590521,0.00007740749,0.0001607085,0.00006977343,0.001093646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002549288,"threshold_uncertainty_score":0.005455434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006588668084145248,"score_gpt":0.2404906716724827,"score_spread":0.2339020035883375,"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."}}