{"id":"W2331733764","doi":"10.1007/s40962-016-0039-1","title":"Influence of Metallurgical Parameters on the Impact Toughness of Near Eutectic Al–Si Alloys","year":2016,"lang":"en","type":"article","venue":"International Journal of Metalcasting","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Eutectic system; Structural material; Metallurgy; Toughness; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005662342,0.0001555723,0.0003020148,0.0001368288,0.00002308089,0.00003206095,0.0005921247,0.00004265001,0.00007244923],"category_scores_gemma":[0.0009499366,0.00007542392,0.0002564979,0.0001055857,0.0001774726,0.0002926002,0.00006234967,0.0002023144,0.000006042739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009887365,"about_ca_system_score_gemma":0.00004738733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002479098,"about_ca_topic_score_gemma":0.000001181663,"domain_scores_codex":[0.9984609,0.00006994319,0.0006696719,0.00008523076,0.0005614623,0.0001527153],"domain_scores_gemma":[0.9982622,0.0006493147,0.0004359151,0.0001354143,0.0004676918,0.00004945388],"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":[0.0001533743,0.00002713751,0.0006649007,0.0000146318,0.001168431,0.00003244431,0.0003460734,0.3724076,0.6196505,0.0001521689,0.00007184103,0.005310893],"study_design_scores_gemma":[0.001936106,0.0006907488,0.02481733,0.001682384,0.000231643,0.001640408,0.0002275979,0.0265217,0.9394835,0.00105528,0.001246101,0.0004671455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967374,0.0001897642,0.002137951,0.0003820474,0.0003242104,0.00005637233,0.00001016074,0.00001237785,0.0001497287],"genre_scores_gemma":[0.9983397,0.00003255007,0.001483544,0.00004434266,0.00006403974,0.000001320177,2.352012e-7,0.00002176391,0.00001252879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3458859,"threshold_uncertainty_score":0.3075698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920538782775596,"score_gpt":0.2593151120978774,"score_spread":0.2401097242701215,"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."}}