{"id":"W2071411553","doi":"10.1016/j.msea.2008.05.018","title":"Microstructure and rheological behavior of hypereutectic semi-solid Al–Si alloy under low shear rates compression test","year":2008,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; Polytechnique Montréal; University of British Columbia","funders":"","keywords":"Materials science; Rheology; Alloy; Microstructure; Isothermal process; Metallurgy; Shear thinning; Shear (geology); Shear rate; Composite material; Thermodynamics","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":[0.0001644237,0.0002150654,0.000292574,0.0001076285,0.0001420402,0.00007772172,0.0001770404,0.00009588689,0.0000302202],"category_scores_gemma":[0.00007913035,0.0001687962,0.00001542023,0.0001754327,0.0005366367,0.0002210865,0.000123878,0.0001092283,0.000002647192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003402222,"about_ca_system_score_gemma":0.00002387727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002024469,"about_ca_topic_score_gemma":4.967441e-7,"domain_scores_codex":[0.9989768,0.000008036001,0.0002366267,0.0002596295,0.0001880337,0.0003308616],"domain_scores_gemma":[0.9995963,0.0000410621,0.00002908768,0.0001675437,0.00006519724,0.0001007907],"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":[0.000004963159,0.000007005134,0.0006479449,0.00009920263,0.000004437401,0.00000768165,0.0002379093,0.004341011,0.994548,0.00001011458,0.00003794162,0.00005382725],"study_design_scores_gemma":[0.0001809443,0.00005587856,0.07088348,0.00007814233,0.00001131139,0.0004239018,0.00003488069,0.004864255,0.9231534,0.000007557909,0.00008280881,0.0002234188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987025,0.0005050146,0.00009549917,0.000024765,0.0003478892,0.0001392814,0.00002103455,0.0001542488,0.000009813275],"genre_scores_gemma":[0.9980894,0.0001954601,0.001583043,0.00003876326,0.00003678169,0.00001277027,0.000002607483,0.00002579534,0.00001534903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07139453,"threshold_uncertainty_score":0.6883311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063583283327499,"score_gpt":0.2108129151656497,"score_spread":0.2001770823323747,"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."}}