{"id":"W4385742604","doi":"10.2139/ssrn.4537038","title":"Effect of Paint Baking on the Fusion Boundary Softening and Fracture Behavior of Q&P 980 Steel Resistance Spot Welds","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Waterloo","funders":"","keywords":"Softening; Materials science; Fracture (geology); Fusion; Metallurgy; Spot welding; Composite material; Welding","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":[0.0002966331,0.0002441513,0.0003103343,0.0002588051,0.0003322493,0.0004458848,0.000274903,0.0003658942,0.005346382],"category_scores_gemma":[0.001415819,0.0002366129,0.0002558971,0.0002490577,0.0004148702,0.0003989521,0.0002118086,0.0004108599,0.0004524301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865815,"about_ca_system_score_gemma":0.0002490154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696356,"about_ca_topic_score_gemma":0.001866028,"domain_scores_codex":[0.9998271,0.00002170057,0.00001127469,0.00003672402,0.00004193715,0.00006120188],"domain_scores_gemma":[0.9990602,0.0005672521,0.0001090907,0.00007729095,0.0001301574,0.00005599037],"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":[0.002207852,0.00004277615,0.001431665,0.0001227173,0.00002397829,0.0001454723,0.000172136,0.002389415,0.9871566,0.0001263537,0.0001277877,0.006053101],"study_design_scores_gemma":[0.0000223875,0.0007612198,0.01467208,0.00001139893,0.00003417659,0.00007638716,0.0001263204,0.00475047,0.9790654,0.00005158908,0.0004079441,0.00002055236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984233,0.0003855898,0.0004613026,0.00002649034,0.00001300419,0.000003024549,0.00009705099,0.00004888451,0.000541451],"genre_scores_gemma":[0.9991736,0.0001041915,0.0001791326,0.000009701139,0.000002750814,0.000002055376,0.00005403466,0.000026788,0.0004477792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005346382,"threshold_uncertainty_score":0.01788545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009003731525798368,"score_gpt":0.2631397186642754,"score_spread":0.254135987138477,"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."}}