{"id":"W1987808239","doi":"10.1007/s11663-013-0016-5","title":"Direct-Chill Co-Casting of AA3003/AA4045 Aluminum Ingots via Fusion™ Technology","year":2014,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Atomic Energy (Canada); Novelis (Canada); University of Waterloo","funders":"Kingston Technology","keywords":"Ingot; Materials science; Sump (aquarium); Metallurgy; Liquid metal; Aluminium; Casting; Silicon; Fusion; Mold; Composite material; Alloy","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":[0.00017407,0.0003202168,0.0003037112,0.0003758128,0.0003978921,0.0003132047,0.0003181912,0.0002420161,0.002070413],"category_scores_gemma":[0.0001110912,0.0002004518,0.0002463174,0.000315442,0.000134539,0.000161038,0.0001548183,0.0004093374,0.0008908635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004685714,"about_ca_system_score_gemma":0.0006001196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763775,"about_ca_topic_score_gemma":0.01409672,"domain_scores_codex":[0.9998065,0.000005127834,0.000007559535,0.00003252818,0.0001098856,0.0000385545],"domain_scores_gemma":[0.9999028,0.000007486493,0.00002014813,0.00001292556,0.00003962153,0.00001705171],"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":[0.00003745497,0.00001315389,0.0001682694,0.000049722,0.000002196777,0.00003978488,0.00002449043,0.0003041696,0.9963762,0.0001792205,0.0001171867,0.00268826],"study_design_scores_gemma":[0.000003041322,0.00007427933,0.001923227,0.000003960319,0.000005886863,0.00002793962,0.00001547333,0.001316252,0.9942681,0.00002535858,0.002331594,0.000004844526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793836,0.0004140377,0.00953529,0.00002317705,0.0000902542,0.0000610553,0.0005893157,0.0004419977,0.009461244],"genre_scores_gemma":[0.9734526,0.0001706544,0.01556067,0.00001118482,0.000008874241,0.00002992295,0.0003467908,0.00006527776,0.01035408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002763775,"threshold_uncertainty_score":0.006926239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005520475307492058,"score_gpt":0.1861863021989439,"score_spread":0.1806658268914519,"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."}}