{"id":"W7024229803","doi":"","title":"Prediction and Measurement of Residual Stresses/Strains in a Direct Chill Casting Magnesium Alloy Billet","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Casting; Magnesium alloy; Residual; Alloy; Magnesium","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003703003,0.0003713474,0.0005291682,0.0004259842,0.0005278066,0.0004351072,0.0009023078,0.0006928193,0.001157052],"category_scores_gemma":[0.0008003989,0.0003156767,0.0002584308,0.0003179735,0.0004771106,0.0002428878,0.0002077515,0.0004797079,0.0003717324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008532188,"about_ca_system_score_gemma":0.0008655088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374965,"about_ca_topic_score_gemma":0.02195715,"domain_scores_codex":[0.9996831,0.00001154963,0.00000817888,0.00005604494,0.0002114912,0.00002948152],"domain_scores_gemma":[0.9994681,0.0001603925,0.00007254515,0.00006247333,0.0001951256,0.00004129991],"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":[0.001826439,0.0002800405,0.02751961,0.0001712371,0.0000286019,0.000311448,0.0003407367,0.03424122,0.9058411,0.0003167701,0.0005413841,0.02858141],"study_design_scores_gemma":[0.00008138967,0.001811333,0.08065692,0.00001857448,0.00004983799,0.0001260487,0.0001945335,0.1753619,0.7405896,0.00008334607,0.0009851388,0.00004134986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950979,0.00007406731,0.003358663,0.00003170527,0.00001255744,0.00001947646,0.0001534864,0.0001499864,0.001102158],"genre_scores_gemma":[0.9967134,0.00003419053,0.001833718,0.000004613078,0.000002026623,0.000005643088,0.0001101127,0.00001391827,0.001282382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374965,"threshold_uncertainty_score":0.02733928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258312120936107,"score_gpt":0.2375691474664803,"score_spread":0.2149860262571192,"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."}}