{"id":"W3113466550","doi":"10.31399/asm.hb.v02a.a0006533","title":"Sand Casting of Aluminum Alloys","year":2018,"lang":"en","type":"book-chapter","venue":"ASM International eBooks","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Casting; Sand casting; Land reclamation; Molding (decorative); Aluminium; Metallurgy; Materials science; Mold; Foundry; Geotechnical engineering; Engineering; Composite material; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007355647,0.0003801445,0.000237397,0.0007771168,0.0004254924,0.0006503661,0.0003019788,0.0002509326,0.008043925],"category_scores_gemma":[0.0001002331,0.000201467,0.0002922503,0.0005270048,0.0001692014,0.0003013366,0.0002411293,0.0003699319,0.004541056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005967626,"about_ca_system_score_gemma":0.000364188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414033,"about_ca_topic_score_gemma":0.008673341,"domain_scores_codex":[0.9999181,0.000004707262,0.000003232836,0.000009271991,0.00005508879,0.000009655625],"domain_scores_gemma":[0.9999577,0.000007920736,0.000002763539,0.000005932267,0.00002269756,0.000003066431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008242385,0.0000841602,0.0002809971,0.001109807,0.00001332444,0.0005778793,0.0004797069,0.007533018,0.272529,0.04251649,0.02136858,0.6534246],"study_design_scores_gemma":[0.00001248204,0.0001015424,0.001154713,0.0002499395,0.00002119787,0.0006667605,0.0001322002,0.008758233,0.2725218,0.006918619,0.7094433,0.00001921885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07838752,0.02979468,0.1132312,0.0004270157,0.001296761,0.0001798634,0.0005193169,0.003001737,0.7731619],"genre_scores_gemma":[0.1999464,0.01934125,0.05700712,0.0001515486,0.0001166305,0.00003456195,0.0005777801,0.0002693541,0.7225553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008043925,"threshold_uncertainty_score":0.02690959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480770893453464,"score_gpt":0.2120783380522349,"score_spread":0.1972706291177003,"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."}}