{"id":"W4294884250","doi":"10.1038/s41598-022-19410-2","title":"Thermal cycles behavior and microstructure of AZ31/SiC composite prepared by stir casting","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Kungliga Tekniska Högskolan","keywords":"Materials science; Scanning electron microscope; Microstructure; Porosity; Composite material; Composite number; Alloy; Optical microscope; Casting; Thermal expansion; Precipitation hardening; Magnesium alloy; Metallurgy","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":[0.0001546172,0.0001956848,0.0002423641,0.0004305117,0.0001852185,0.0001756714,0.0001605325,0.0002004467,0.0007960325],"category_scores_gemma":[0.0001546356,0.0001772045,0.0001858453,0.0002831927,0.000188999,0.0001543219,0.00007893146,0.0002405867,0.000147231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472576,"about_ca_system_score_gemma":0.0001601642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159596,"about_ca_topic_score_gemma":0.006346678,"domain_scores_codex":[0.9998185,0.000006290792,0.00001014566,0.00003466336,0.0001091397,0.00002130474],"domain_scores_gemma":[0.99985,0.0000140044,0.00003980125,0.00001042624,0.00006792961,0.00001778716],"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":[0.00004254635,0.000005739174,0.0003807002,0.00005189099,0.000003683272,0.000045753,0.00002598803,0.0002408845,0.9976436,0.00002677526,0.00002398092,0.001508354],"study_design_scores_gemma":[0.000003241416,0.0001396045,0.01436888,0.000004659807,0.00001306525,0.0001071002,0.00003783037,0.001670994,0.9828581,0.00001314311,0.0007746636,0.000008601263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996743,0.0008431862,0.001278979,0.0000103185,0.00001288963,0.00001095273,0.0001164781,0.00003316874,0.00095114],"genre_scores_gemma":[0.9969312,0.0003320784,0.001506312,0.000008208774,0.000004008274,0.000009074126,0.0001321193,0.00001453044,0.001062432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00159596,"threshold_uncertainty_score":0.003173351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008192761261191483,"score_gpt":0.2016996996687276,"score_spread":0.1935069384075361,"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."}}