{"id":"W2802303020","doi":"10.1007/s11661-018-4633-0","title":"Quantitative Experimental Study of Defects Induced by Process Parameters in the High-Pressure Die Cast Process","year":2018,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Industry Canada","keywords":"Die (integrated circuit); Porosity; Materials science; Shrinkage; Die casting; Mold; Metallurgy; Process (computing); Casting; Alloy; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001901281,0.0002292974,0.0001774249,0.0001907631,0.000299437,0.0002228141,0.0004527669,0.0003691737,0.002372499],"category_scores_gemma":[0.0005629602,0.0001886753,0.000111469,0.0002738898,0.0004488822,0.0003598484,0.0001640352,0.0004206021,0.0002058191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003301952,"about_ca_system_score_gemma":0.0002144168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108872,"about_ca_topic_score_gemma":0.001675497,"domain_scores_codex":[0.9998381,0.0000114042,0.000003515705,0.00002990317,0.0000929405,0.00002415214],"domain_scores_gemma":[0.9993671,0.0002824792,0.0001046175,0.00008025116,0.0001418122,0.00002389563],"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":[0.0003150581,0.00008524454,0.001056903,0.00007149691,0.000006528037,0.0000510378,0.00005407426,0.001523928,0.992967,0.000289345,0.0001127579,0.003466575],"study_design_scores_gemma":[0.00002875222,0.0004183418,0.01495879,0.000003546322,0.00001036772,0.00006664843,0.0000499156,0.01150641,0.9722654,0.00006740184,0.0006120724,0.00001230095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945508,0.0001681259,0.003217391,0.00001830182,0.000008324308,0.00001438366,0.000265174,0.00008323511,0.001674258],"genre_scores_gemma":[0.9985885,0.00004758629,0.0007427076,0.000003915665,0.000002994112,0.000009384211,0.00009951695,0.00001159527,0.0004938308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002372499,"threshold_uncertainty_score":0.007936835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035629809729291,"score_gpt":0.2632364139421281,"score_spread":0.2428801158448352,"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."}}