{"id":"W6996738330","doi":"","title":"Structure-properties relations in spot friction welded (also known as friction stir spot welded) 6111 aluminum","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welding; Aluminium; Friction stir welding; Friction welding; Spot 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001194387,0.000257381,0.0002726419,0.0004159238,0.0001440062,0.00004656808,0.0001679493,0.0002200525,0.0006728297],"category_scores_gemma":[0.00005220593,0.0002651989,0.00009973624,0.0007272071,0.00003687731,0.0003780518,0.00003816536,0.0003944484,0.00008456488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003828194,"about_ca_system_score_gemma":0.00001715425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004629177,"about_ca_topic_score_gemma":0.0004844924,"domain_scores_codex":[0.9985971,0.00004014572,0.0004448215,0.0003129712,0.0002558262,0.0003491487],"domain_scores_gemma":[0.9993906,0.00003776562,0.00007474539,0.0003787406,0.00006310952,0.00005501708],"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":[0.00003297879,0.00006572143,0.004381523,0.00005482269,0.00006480527,0.00001965189,0.0003302785,0.4582874,0.5135975,0.007704856,0.008930701,0.006529741],"study_design_scores_gemma":[0.00101867,0.0001472789,0.02369317,0.0002510193,0.0002171852,0.00004690322,0.000354126,0.3211559,0.4817835,0.1376968,0.03221586,0.001419547],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337357,0.0001950997,0.040134,0.0002574366,0.000354355,0.0002976002,0.00001699339,0.001336973,0.02367185],"genre_scores_gemma":[0.9762607,0.00007640727,0.02214236,0.00001706025,0.0002219685,0.00004731181,0.00005165005,0.00006337369,0.00111922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371316,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009210801553553846,"score_gpt":0.2165257081324261,"score_spread":0.2073149065788722,"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."}}