{"id":"W2045850750","doi":"10.4028/www.scientific.net/msf.467-470.399","title":"Effect of Solution Heat Treatment and Additives on the Microstructure of Al – Si (A413.1) Automotive Alloys","year":2004,"lang":"en","type":"article","venue":"Materials science forum","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Microstructure; Alloy; Eutectic system; Electron microprobe; Metallurgy; Quenching (fluorescence); Optical microscope; Dendrite (mathematics); Phase (matter); Scanning electron microscope; Casting; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001609024,0.0003189621,0.0003462952,0.0002756486,0.0001910972,0.0002883004,0.0001841717,0.0002898434,0.001005007],"category_scores_gemma":[0.0002624081,0.0002602328,0.0002937748,0.0002659203,0.0001734408,0.0001864452,0.0001454513,0.0003503155,0.0002311551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002997201,"about_ca_system_score_gemma":0.000212204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916568,"about_ca_topic_score_gemma":0.004278442,"domain_scores_codex":[0.9998079,0.00002421506,0.00001639852,0.00004289037,0.00006727169,0.00004138067],"domain_scores_gemma":[0.9998152,0.0000309253,0.00006192311,0.00001444011,0.00005353308,0.00002399487],"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":[0.0001328022,0.0000114951,0.0002802906,0.00006768785,0.000009307403,0.00003513482,0.00003512999,0.0001224382,0.9978254,0.00001663124,0.00001740451,0.001446386],"study_design_scores_gemma":[0.000004695154,0.000288719,0.004071322,0.000003586487,0.00001956529,0.00005871247,0.00002362706,0.0002814006,0.9945262,0.00000669625,0.0007109784,0.000004450292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970903,0.001441713,0.0005405837,0.00001825523,0.00001960003,0.00001258461,0.00009738217,0.00003979472,0.0007396849],"genre_scores_gemma":[0.9973525,0.0004504777,0.001067979,0.00002021751,0.000009049574,0.000008635905,0.00009675542,0.00002389859,0.0009704972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001916568,"threshold_uncertainty_score":0.003810883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004774966853703131,"score_gpt":0.2083906184442532,"score_spread":0.2036156515905501,"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."}}