{"id":"W2051709636","doi":"10.1007/s11665-013-0578-z","title":"Heat Treatment Development for a Rapidly Solidified Heat Resistant Cast Al-Si Alloy","year":2013,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Natural Resources Canada","funders":"","keywords":"Materials science; Microstructure; Dilatometer; Alloy; Dissolution; Metallurgy; Casting; Phase (matter); Dendrite (mathematics); Thermal expansion; Chemical engineering","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":[0.0001873696,0.0002516219,0.0004000449,0.0001113052,0.00007127575,0.0001165771,0.0001028563,0.00006948982,0.00003957826],"category_scores_gemma":[0.00001014741,0.0001867315,0.00004599727,0.00003961832,0.00001685287,0.0002592135,0.00001786741,0.00007281024,0.000007142858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145123,"about_ca_system_score_gemma":0.00003024217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001417562,"about_ca_topic_score_gemma":0.000001612088,"domain_scores_codex":[0.9989393,0.000007941386,0.0005257989,0.0001028925,0.0001181083,0.0003060128],"domain_scores_gemma":[0.9996408,0.00002716799,0.00003206207,0.0001078567,0.00008360517,0.0001084937],"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":[0.0000932184,0.00001180417,0.0000217405,0.0003583175,0.0001211623,0.000003008424,0.0007912411,0.02226039,0.9743982,0.000001633565,0.0003611971,0.001578098],"study_design_scores_gemma":[0.0009259677,0.0005121469,0.003342866,0.0002544557,0.00003234073,0.0001914979,0.00004521043,0.01435429,0.9526273,0.000001615323,0.02740252,0.000309763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970731,0.001238301,0.0003414399,0.00006699286,0.0009608667,0.0002374949,0.0000088881,0.00006056122,0.00001231728],"genre_scores_gemma":[0.9920295,0.0007777207,0.00677497,0.00002590243,0.0002293396,0.00004595544,0.000004091321,0.00005076186,0.00006173036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02704132,"threshold_uncertainty_score":0.7614688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105678811278203,"score_gpt":0.1888370365587852,"score_spread":0.1782691554309649,"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."}}