{"id":"W2053647423","doi":"10.1016/j.matdes.2009.12.003","title":"New developments in assessing hot tearing in magnesium alloy castings","year":2009,"lang":"en","type":"article","venue":"Materials & Design (1980-2015)","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tearing; Casting; Magnesium alloy; Materials science; Magnesium; Metallurgy; Residual stress; Alloy; Numerical modeling; Composite material; Geology","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":[0.005781874,0.001021404,0.0008423377,0.004998766,0.0005489133,0.001719302,0.002121344,0.001214968,0.002311863],"category_scores_gemma":[0.006823341,0.0007860471,0.0007281982,0.002814067,0.0008917464,0.001449953,0.0009656285,0.001170983,0.0006383744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161582,"about_ca_system_score_gemma":0.0009829997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008400246,"about_ca_topic_score_gemma":0.02359745,"domain_scores_codex":[0.9960006,0.0008273916,0.0003404627,0.0006490205,0.002089131,0.00009352132],"domain_scores_gemma":[0.9931909,0.001865766,0.001102934,0.000650826,0.002913315,0.000276227],"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":[0.001478958,0.0003885816,0.130336,0.001480846,0.0002820975,0.0002818888,0.0008031597,0.006304143,0.4417443,0.002099249,0.001311285,0.4134895],"study_design_scores_gemma":[0.00009368876,0.002754282,0.2669347,0.0003790105,0.0006784186,0.002275278,0.001070355,0.03885769,0.6407306,0.001720253,0.0442417,0.000264085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.672317,0.0479232,0.2506606,0.0005915749,0.0007345983,0.0004090597,0.001508966,0.001485234,0.0243697],"genre_scores_gemma":[0.8069831,0.008998602,0.1737917,0.0001438652,0.0002258518,0.0001501582,0.0005800434,0.0002438509,0.008882788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008400246,"threshold_uncertainty_score":0.03057784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714142541383576,"score_gpt":0.2820978280171119,"score_spread":0.2449564026032762,"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."}}