{"id":"W2031581345","doi":"10.1007/s10853-005-6110-6","title":"Effect of fly ash addition on the magnesium content of casting aluminum alloy A535","year":2005,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Metallurgy; Casting; Aluminium; Fly ash; Alloy; Magnesium; Solid mechanics; Magnesium alloy; 6063 aluminium alloy; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002161493,0.000124994,0.0002947563,0.0001160662,0.00006223675,0.00005137351,0.0004270393,0.00003632405,0.0001853317],"category_scores_gemma":[0.0003522432,0.00007127977,0.00005703123,0.0001391908,0.000313025,0.0003147819,0.00004680389,0.00009530123,0.000008556659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008137031,"about_ca_system_score_gemma":0.00004626537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007347924,"about_ca_topic_score_gemma":0.000001553452,"domain_scores_codex":[0.9986111,0.00008604553,0.0005598009,0.00008538954,0.0004612195,0.0001964767],"domain_scores_gemma":[0.9990866,0.0001359721,0.0003632155,0.0001564762,0.0002120218,0.00004572307],"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":[0.0000745627,0.000007019969,0.00002984583,0.00009281796,0.000008129046,0.00000245115,0.000262621,0.002724775,0.9953814,0.00002309729,0.0001729231,0.001220343],"study_design_scores_gemma":[0.0002301648,0.0004820987,0.001485654,0.0001568688,0.00002250225,0.0001098471,0.00005783771,0.0003583583,0.9969389,0.000007168179,0.00008157217,0.00006904022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985538,0.0001144764,0.00004643361,0.0001101997,0.0008673549,0.0001190825,0.00001732607,0.00001120177,0.0001601942],"genre_scores_gemma":[0.9991134,0.000009287266,0.0005947852,0.00002559156,0.000213254,0.000001899627,3.214992e-7,0.0000123058,0.00002913892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002366417,"threshold_uncertainty_score":0.2906705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506543129943297,"score_gpt":0.2153049952869877,"score_spread":0.2002395639875547,"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."}}