{"id":"W4393261356","doi":"10.18280/mmep.110316","title":"Effect of Friction Stir Spot Welding with a Rotating Anvil on the Microstructure of Aluminum AA6061-T4 Alloy","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microstructure; Spot welding; Aluminium; Alloy; Materials science; Metallurgy; Welding; Friction stir 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":[0.0003435774,0.0002282135,0.0003319244,0.000126772,0.00003645259,0.00003648283,0.0001016582,0.00008436393,0.000006277609],"category_scores_gemma":[0.00003796707,0.0001449674,0.00007585792,0.0002746016,0.00003319796,0.00006661628,0.00002222906,0.0002967769,0.000001086476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000024626,"about_ca_system_score_gemma":0.000003252038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004560449,"about_ca_topic_score_gemma":1.709725e-7,"domain_scores_codex":[0.9991055,0.00001412831,0.0003125154,0.0001851479,0.0001763404,0.0002063734],"domain_scores_gemma":[0.9991459,0.00055357,0.00003657478,0.0002017738,0.00002067924,0.00004149613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005905153,0.000005251555,0.000004557729,0.003995898,0.00009267581,0.000002246954,0.0004916399,0.969569,0.02193181,0.003136041,0.0000064847,0.0007584406],"study_design_scores_gemma":[0.00007141281,0.0001562251,0.000001067865,0.00239458,0.00008557768,0.00001184592,0.00001264034,0.95329,0.04193899,0.001857284,0.0000373349,0.0001430607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3851489,0.0003182057,0.6139405,0.00002011384,0.00003124132,0.0001800203,0.000002836486,0.0003032883,0.00005497166],"genre_scores_gemma":[0.9467008,0.00008957658,0.05306372,0.000001604613,0.00002445172,0.00004340593,0.00000172021,0.00006330156,0.00001147778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5615519,"threshold_uncertainty_score":0.5911599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007990162405807152,"score_gpt":0.2055577859462832,"score_spread":0.1975676235404761,"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."}}