{"id":"W4398206569","doi":"10.18280/acsm.480205","title":"Comparative Analysis of Electrode Type on Microstructure and Mechanical Properties in AISI 5155 Low Alloy Steel Welds","year":2024,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microstructure; Materials science; Metallurgy; Alloy; Electrode; Alloy steel","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000226936,0.0001713579,0.0001704729,0.0006134321,0.0001469604,0.0003269123,0.0001718414,0.0002910932,0.000860539],"category_scores_gemma":[0.0004886478,0.0001870752,0.0002297254,0.0003276521,0.0001577431,0.0001965939,0.0001149732,0.00008576323,0.0002252245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863211,"about_ca_system_score_gemma":0.0001002927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762278,"about_ca_topic_score_gemma":0.004351382,"domain_scores_codex":[0.9998271,0.00001352154,0.00001616624,0.00003606403,0.00008237602,0.00002484682],"domain_scores_gemma":[0.9997254,0.00004409466,0.00005103069,0.00001775379,0.0001358123,0.00002581639],"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":[0.0001319943,0.00001253877,0.005693366,0.00007610272,0.00001492696,0.0001605124,0.00007299607,0.0003042591,0.9886349,0.00003725726,0.00003745951,0.004823555],"study_design_scores_gemma":[0.000007281683,0.0007514972,0.3429374,0.00001526086,0.00007483778,0.0005009493,0.0003198057,0.001146486,0.6526161,0.00004613428,0.001565761,0.00001838686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974054,0.0005480098,0.0009127465,0.000009087399,0.000006727212,0.00001076593,0.00011048,0.00002182466,0.0009748947],"genre_scores_gemma":[0.9977616,0.0002343475,0.0007223205,0.0000105877,0.000002432436,0.000005949749,0.0001418083,0.00001176096,0.001109217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001762278,"threshold_uncertainty_score":0.003504038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139517241538378,"score_gpt":0.2825155057609177,"score_spread":0.251120333345534,"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."}}