{"id":"W4398342827","doi":"10.21203/rs.3.rs-4330355/v1","title":"Feasibility and travel speed influence on welding AA7075-T651 using cold wire pulsed gas metal arc welding (Cold Wire-P-GMAW)","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Gas metal arc welding; Materials science; Welding; Heat-affected zone; Metallurgy; Liquation; Vickers hardness test; Ultimate tensile strength; Alloy; Base metal; Composite material; Microstructure","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":[0.001039802,0.0003233545,0.0003059918,0.0007739164,0.0006036239,0.0009680884,0.0004752188,0.0005238441,0.002858949],"category_scores_gemma":[0.00396145,0.0004492311,0.0004815428,0.0007659186,0.0003622135,0.0005878953,0.0003274319,0.0003976005,0.0005796062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004828748,"about_ca_system_score_gemma":0.0005503679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771853,"about_ca_topic_score_gemma":0.002694702,"domain_scores_codex":[0.9993666,0.0001437329,0.00003203337,0.0001339672,0.000223294,0.0001004484],"domain_scores_gemma":[0.99472,0.003465228,0.0004480239,0.000263851,0.0009418164,0.0001611919],"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":[0.01207685,0.0002524461,0.03186272,0.000717303,0.000117054,0.0004922925,0.0006262233,0.06015394,0.8543063,0.00156743,0.0005702823,0.03725718],"study_design_scores_gemma":[0.00008435065,0.003352554,0.082123,0.00002786209,0.0002827947,0.0004417789,0.0006089294,0.07851112,0.8322338,0.0004343319,0.001795189,0.0001043232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912215,0.0003640851,0.005875756,0.00002245596,0.00001831199,0.00001251566,0.00008021997,0.00006760909,0.002337514],"genre_scores_gemma":[0.9976072,0.00008990318,0.001105593,0.00000225278,0.000004369036,0.00000529236,0.00008922132,0.00004643717,0.001049631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002858949,"threshold_uncertainty_score":0.009564102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.087209280869335,"score_gpt":0.3857325366723401,"score_spread":0.2985232558030051,"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."}}