{"id":"W4296950112","doi":"","title":"Quarterly Management Document – FY22, 3rd Quarter, Multi-pass Hybrid Laser Arc Welding of Alloy 740H","year":2022,"lang":"en","type":"other","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Alloy; Arc (geometry); Welding; Laser; Metallurgy; Materials science; Optics; Engineering; Mechanical engineering; History; Physics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001925458,0.0004984119,0.0002948868,0.001308681,0.002015459,0.003336841,0.0009927044,0.001395322,0.09249763],"category_scores_gemma":[0.001754399,0.0003911702,0.0002416617,0.0006622015,0.0002879809,0.0006951841,0.0006007639,0.0009215319,0.04371925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003997097,"about_ca_system_score_gemma":0.006849024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1086372,"about_ca_topic_score_gemma":0.1551732,"domain_scores_codex":[0.9990324,0.00004313148,0.000030637,0.00007249838,0.0007258596,0.00009551168],"domain_scores_gemma":[0.9989107,0.00006159563,0.00008419863,0.00009040322,0.0007327827,0.0001203136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002305971,0.000171622,0.001316917,0.0001041685,0.000007384152,0.0001456434,0.0001181036,0.0008270542,0.004787385,0.00218827,0.9337923,0.05631064],"study_design_scores_gemma":[0.00003082898,0.0001024879,0.004378875,0.00002626374,0.000003212019,0.00002486637,0.00007856017,0.0004965392,0.001329087,0.0002711638,0.99325,0.000008331088],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03270129,0.003128054,0.00664445,0.01039702,0.004470125,0.00256106,0.07221809,0.005189479,0.8626904],"genre_scores_gemma":[0.02413418,0.0008416526,0.00366429,0.0005613343,0.0003484323,0.0003474147,0.01879337,0.0004779932,0.9508314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1086372,"threshold_uncertainty_score":0.3094354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007639277901083148,"score_gpt":0.2157370689967646,"score_spread":0.2080977910956815,"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."}}