{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002699604,0.00006924237,0.0001768388,0.0002314378,0.00001561031,0.00002163269,0.0001835124,0.00007355992,0.000007013176],"category_scores_gemma":[0.0001689921,0.0000575882,0.00002358649,0.00004833018,0.00003927557,0.00006765923,0.00002747658,0.00005708542,1.518502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001936442,"about_ca_system_score_gemma":0.000007535911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002456161,"about_ca_topic_score_gemma":3.562766e-7,"domain_scores_codex":[0.9994484,0.000009773909,0.0003054829,0.00006734109,0.00008376243,0.00008528972],"domain_scores_gemma":[0.9995459,0.00003675809,0.0001647738,0.00005940684,0.0001796722,0.00001345538],"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":[0.0001999581,0.0000495436,0.0003330114,0.0001695902,0.0002508837,0.00000317221,0.00005009114,0.2233466,0.759465,0.003216399,0.002054448,0.0108613],"study_design_scores_gemma":[0.0002186649,0.0001945207,0.0000337745,0.00007020248,0.00001391695,0.00006475299,0.000007029046,0.0002882851,0.9918737,0.004069877,0.003107231,0.000058046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622982,0.0002847899,0.03543452,0.001112248,0.0006706265,0.00009252889,0.00001079969,0.00006106422,0.00003527167],"genre_scores_gemma":[0.9618839,0.0005414981,0.03736419,0.00001052591,0.0001740946,0.000005808459,0.000003714508,0.0000115137,0.000004748708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2324087,"threshold_uncertainty_score":0.2348378,"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."}}