{"id":"W3212696325","doi":"","title":"A STUDY ON THE WELDING TECHNOLOGY OF CO_2 FLUX CORED WIRE","year":2003,"lang":"en","type":"article","venue":"","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Welding; Flux (metallurgy); Arc welding; Materials science; Gas metal arc welding; Metallurgy; Electric resistance welding; Heat-affected zone; Welding power supply; Electrogas welding; Composite material; Mechanical engineering; Filler metal; Engineering","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":[0.0002279698,0.0002244198,0.0003280115,0.0003801361,0.0002942939,0.000395035,0.0002960627,0.0004447054,0.001004014],"category_scores_gemma":[0.0005714222,0.0002018987,0.0003050507,0.0003609221,0.0002211974,0.0008049353,0.0001780868,0.0001961492,0.0001847099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830232,"about_ca_system_score_gemma":0.0002932903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007189761,"about_ca_topic_score_gemma":0.0005855846,"domain_scores_codex":[0.9997326,0.00002454545,0.00001171015,0.00006317204,0.000141103,0.00002691249],"domain_scores_gemma":[0.9997672,0.0000698919,0.00004265526,0.00002211409,0.00008840516,0.00000962736],"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":[0.0001266383,0.00003898397,0.003115245,0.0006040175,0.00002765,0.0004872882,0.0003358677,0.005827698,0.9413959,0.004484931,0.000196367,0.04335945],"study_design_scores_gemma":[0.00004256687,0.002032669,0.02737126,0.0001299691,0.0001923345,0.00375324,0.0005304211,0.07802452,0.8502929,0.003197468,0.03434036,0.00009236595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8262984,0.005645267,0.1560111,0.0001844715,0.0001544435,0.00009067229,0.00004812053,0.0001890786,0.01137838],"genre_scores_gemma":[0.977932,0.003107381,0.01563503,0.00003215829,0.0000316931,0.0000182197,0.00005383693,0.00002212111,0.003167412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001004014,"threshold_uncertainty_score":0.003358722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067714156764843,"score_gpt":0.2425867409494496,"score_spread":0.2219095993818012,"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."}}