{"id":"W2332136420","doi":"10.1007/bf03355501","title":"Comparison Between Wedge Test Castings and Component Engine Block Casting Properties","year":2010,"lang":"en","type":"article","venue":"International Journal of Metalcasting","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; Magna International (Canada)","funders":"","keywords":"Casting; Wedge (geometry); Alloy; Soundness; Materials science; Component (thermodynamics); Structural material; Metallurgy; Computer science; Mathematics","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":[0.0004626811,0.0002264516,0.0003834375,0.0002420973,0.00008283765,0.0001711551,0.0003820559,0.00007930325,0.00002301962],"category_scores_gemma":[0.0007699952,0.0001873624,0.0000855784,0.00008256933,0.0001090787,0.0003400118,0.0001292286,0.0007805114,0.000006975422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005957179,"about_ca_system_score_gemma":0.00003384467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001990797,"about_ca_topic_score_gemma":0.00001709668,"domain_scores_codex":[0.9983642,0.00002050914,0.0008015234,0.0001310579,0.0004438595,0.0002388662],"domain_scores_gemma":[0.9987362,0.0002822622,0.0003151902,0.0000866639,0.0004570071,0.0001226802],"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":[0.00001577351,0.00002362693,0.049309,0.00005842957,0.000310464,0.00006648954,0.001503684,0.005990598,0.9143025,0.000005852988,0.0001018375,0.02831177],"study_design_scores_gemma":[0.002540482,0.0002806789,0.05711013,0.00113905,0.0004017755,0.01182006,0.001762978,0.197423,0.7168382,0.00007457242,0.009447533,0.001161494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960825,0.0007843693,0.0008634931,0.0001365301,0.001710184,0.00007343323,0.00001051352,0.00007013029,0.0002688809],"genre_scores_gemma":[0.9885231,0.00001032838,0.01010871,0.00001609006,0.001255035,0.000001498131,0.000002423535,0.00004433262,0.00003846102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1974643,"threshold_uncertainty_score":0.7640418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677531762628175,"score_gpt":0.256016813611434,"score_spread":0.2292414959851523,"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."}}