{"id":"W4387789054","doi":"10.1007/978-3-031-38141-6_37","title":"The Heat Treatability of the Al-Fe-Ni-Mg-Si Alloying System to Vary Strength and Conductivity","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Castability; Materials science; Alloy; Metallurgy; Thermal conductivity; Casting; Aluminium; Die casting; Electrical resistivity and conductivity; Composite material; Engineering; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117187,0.0001819943,0.0001679467,0.0001937674,0.0002570447,0.0003826443,0.000391592,0.0002441169,0.002258606],"category_scores_gemma":[0.0001531099,0.0001781648,0.0001985303,0.0002594881,0.0002715359,0.0005647474,0.0001705768,0.0005477664,0.0008242371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400341,"about_ca_system_score_gemma":0.0001999078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007073615,"about_ca_topic_score_gemma":0.002377228,"domain_scores_codex":[0.9999334,0.000005188052,0.000002091634,0.00001443101,0.00003920735,0.000005699249],"domain_scores_gemma":[0.9999632,0.00001234323,0.000003549002,0.00000777553,0.00001146775,0.0000016922],"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":[0.00008543066,0.00003802353,0.0002117708,0.0002710885,0.000009477722,0.0001026902,0.0001630641,0.004045836,0.8361291,0.02331207,0.003109754,0.1325217],"study_design_scores_gemma":[0.000009311455,0.0001562969,0.002042034,0.00003196916,0.00002162024,0.000391183,0.00004878207,0.01145318,0.8461107,0.004801538,0.1349131,0.00002038065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.200342,0.02287694,0.2632494,0.0008369032,0.001060471,0.0002348135,0.000556168,0.001767461,0.5090758],"genre_scores_gemma":[0.6607266,0.00674565,0.06975476,0.0002887597,0.0001140415,0.0001149293,0.0003283355,0.0005514231,0.2613756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002258606,"threshold_uncertainty_score":0.007555783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602276709935814,"score_gpt":0.197491522394481,"score_spread":0.1814687552951229,"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."}}