{"id":"W2896489020","doi":"10.2351/1.5062899","title":"Laser and electron beam welding of 25 mm thick A516 Gr.70 steel","year":2013,"lang":"en","type":"article","venue":"","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Welding; Materials science; Laser beam welding; Heat-affected zone; Acicular ferrite; Metallurgy; Electron beam welding; Ferrite (magnet); Composite material; Electric resistance welding; Microstructure; Cathode ray; Bainite; Electron","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":[0.0002500797,0.000306779,0.0002036047,0.0004560117,0.0002066974,0.0001919339,0.0003228856,0.0005320277,0.001417565],"category_scores_gemma":[0.000213745,0.0002190856,0.0003734815,0.0003849781,0.0002080776,0.0001714033,0.0001966915,0.0001488788,0.0002908624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003755395,"about_ca_system_score_gemma":0.0002374258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0040595,"about_ca_topic_score_gemma":0.006453405,"domain_scores_codex":[0.9997827,0.00001609772,0.00001848292,0.00004106074,0.000097319,0.00004427539],"domain_scores_gemma":[0.9998662,0.00002249247,0.0000379708,0.00001614947,0.00004018828,0.00001692231],"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":[0.00009628139,0.00001144924,0.0004825846,0.00006751597,0.000006296797,0.0001191833,0.00004487084,0.0005922745,0.9964513,0.00004858005,0.00002741937,0.002052243],"study_design_scores_gemma":[0.00001375255,0.001196481,0.02405261,0.000009497376,0.00002844764,0.0001945819,0.000166773,0.001695872,0.9704654,0.0000400708,0.00211846,0.0000180123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966415,0.000568787,0.001266525,0.00001235417,0.00001465114,0.00001826709,0.0000829397,0.00002691531,0.001368143],"genre_scores_gemma":[0.9937446,0.0002875678,0.002503456,0.00001078876,0.000002619304,0.000009758,0.00007597686,0.00000817578,0.00335718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0040595,"threshold_uncertainty_score":0.008071721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006515766803782178,"score_gpt":0.2142873188538258,"score_spread":0.2077715520500436,"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."}}