{"id":"W4220740712","doi":"10.1007/s00170-022-09059-6","title":"Evolution of residual stress through the processing stages in manufacturing of bore-chilled sand-cast aluminum engine blocks with pressed-in iron liners","year":2022,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Magna International (Canada); Okanagan College; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Residual stress; Materials science; Cast iron; Metallurgy; Ultimate tensile strength; Stress (linguistics); Machining; Composite material; Cylinder block; Compressive strength; Cylinder; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579847,0.0001390733,0.0002897774,0.0003274542,0.00008104148,0.00001793587,0.00111132,0.00004499293,0.00006793979],"category_scores_gemma":[0.00007021606,0.00007964064,0.00004374829,0.0001164453,0.0002369267,0.0002358577,0.0003416649,0.0004817719,2.754441e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556695,"about_ca_system_score_gemma":0.00008309686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001671107,"about_ca_topic_score_gemma":0.0001005391,"domain_scores_codex":[0.998341,0.00009060208,0.0006022096,0.0001597377,0.0006080096,0.000198388],"domain_scores_gemma":[0.9988419,0.0001167883,0.0007248244,0.0002072606,0.00009605712,0.00001313952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001604422,0.0001423879,0.0009553032,0.00006352591,0.00004401151,0.00004789353,0.001706797,0.5822909,0.4070663,0.0001977695,0.00001536291,0.005865305],"study_design_scores_gemma":[0.0009410188,0.0002719809,0.00282021,0.0002145396,0.0000161219,0.0001266137,0.003109236,0.0001463204,0.9897284,0.002331215,0.0002036126,0.00009076061],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966044,0.0009714473,0.0003166686,0.001587149,0.0002323879,0.0001669123,0.00001903003,0.00001757795,0.00008436659],"genre_scores_gemma":[0.9979134,0.0000895358,0.001840638,0.00001841309,0.00005147576,0.0000146868,0.000001555401,0.00001364164,0.00005662462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.582662,"threshold_uncertainty_score":0.3247651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008648880217530536,"score_gpt":0.2367943939558843,"score_spread":0.2281455137383537,"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."}}