{"id":"W2041651092","doi":"10.1179/1743284712y.0000000061","title":"Effect of Sc and Zr alloying on microstructure and precipitation evolution of as cast Al–B<sub>4</sub>C metal matrix composites","year":2012,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Microstructure; Precipitation; Precipitation hardening; Matrix (chemical analysis); Composite material; Metal; Optical microscope; Metallurgy; Scanning electron microscope","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000426638,0.0001208812,0.0002330187,0.0002967435,0.0000825065,0.00002829837,0.00009519709,0.00009235647,0.000002151499],"category_scores_gemma":[0.00007167352,0.00009770495,0.000007568143,0.0002354251,0.0006954093,0.0002577725,0.0001080003,0.00005265265,0.000002035875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003282833,"about_ca_system_score_gemma":0.000009739635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001292944,"about_ca_topic_score_gemma":0.000001317528,"domain_scores_codex":[0.999325,0.00002705088,0.0001713339,0.0001517216,0.0001234848,0.0002013848],"domain_scores_gemma":[0.9996931,0.00004382958,0.00006129982,0.0001155378,0.00005375165,0.00003249489],"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":[0.00002788059,0.000005154898,0.003863557,0.0001337883,0.00001020523,3.778835e-7,0.0001606463,0.00001907831,0.9932489,0.0007213914,0.000003286976,0.001805681],"study_design_scores_gemma":[0.0001820562,0.0003850634,0.008406098,0.00005308379,0.00002390707,0.00007537484,0.00004449547,0.000252416,0.9903342,0.0001456935,0.000009147905,0.00008853332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980346,0.001435945,0.00002794902,0.00003749345,0.0001698256,0.0001940154,0.000007773998,0.00007309597,0.00001928352],"genre_scores_gemma":[0.9994393,0.00005748029,0.0004674919,0.000003782965,0.00001086659,0.000009168744,0.000001359742,0.000009630015,9.138257e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00454254,"threshold_uncertainty_score":0.3984292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00331574188116597,"score_gpt":0.2112914249016477,"score_spread":0.2079756830204817,"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."}}