{"id":"W2802823017","doi":"10.1139/tcsme-2017-1014","title":"EFFECT OF PRE- AND POST-WELD SHOT PEENING ON THE MECHANICAL &amp; TRIBOLOGICAL PROPERTIES OF TIG WELDED ALUMINUM 6061-T6 ALLOY","year":2017,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"German-Jordanian University","keywords":"Materials science; Shot peening; Peening; Welding; Ultimate tensile strength; Metallurgy; Ductility (Earth science); Gas tungsten arc welding; Alloy; Tribology; Composite material; Residual stress; Arc welding","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003492039,0.000200682,0.0003429441,0.0000284428,0.0003055385,0.00002123455,0.000369793,0.0002106878,0.00002516419],"category_scores_gemma":[0.0001390745,0.0001187647,0.0004820368,0.00006442794,0.0001072194,0.00005958584,0.00001537974,0.0002743582,3.513996e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008149356,"about_ca_system_score_gemma":0.00003556531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003183932,"about_ca_topic_score_gemma":0.004357228,"domain_scores_codex":[0.9991111,0.00002513504,0.0002558763,0.0001496717,0.0001769574,0.0002813182],"domain_scores_gemma":[0.9990593,0.0002978071,0.0000618538,0.0004116434,0.00004340518,0.0001260316],"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":[0.0002502994,0.00006293788,0.00003347706,0.001045926,0.001319143,8.282609e-7,0.0009429664,0.1433164,0.8473918,0.002643937,0.0001114299,0.002880776],"study_design_scores_gemma":[0.0008423001,0.0004470661,0.0003723933,0.0003012386,0.0003097274,0.00000398466,0.0001020302,0.05723111,0.9398701,0.00002247595,0.0002838065,0.0002137857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954011,0.0001726227,0.00274578,0.00058263,0.0002682634,0.0006436335,0.0001060271,0.00004636178,0.00003360856],"genre_scores_gemma":[0.9990568,0.00003862126,0.0006931166,0.00001180968,0.00002159768,0.0000608597,0.000002557078,0.00003032952,0.00008432286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09247821,"threshold_uncertainty_score":0.4843083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269376315077704,"score_gpt":0.2261780720603489,"score_spread":0.2034843089095719,"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."}}