{"id":"W2048915024","doi":"10.1016/j.msea.2012.07.075","title":"Microstructural evolution and mechanical properties of as-cast and T6-treated AA2195 DC cast alloy","year":2012,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Université du Québec à Chicoutimi; Université de Sherbrooke","funders":"","keywords":"Materials science; Ingot; Alloy; Intermetallic; Microstructure; Metallurgy; Dendrite (mathematics); Differential scanning calorimetry; Casting; Precipitation; 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":[0.0002813439,0.0001640645,0.0002020713,0.0001054429,0.00008876611,0.0001138279,0.00009223634,0.00005476637,0.000007008241],"category_scores_gemma":[0.00004829755,0.0001325232,0.000008837274,0.0001344939,0.0002327045,0.0004970294,0.0001193196,0.00005117708,0.000003251231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004840344,"about_ca_system_score_gemma":0.00001257585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001050011,"about_ca_topic_score_gemma":0.000001413363,"domain_scores_codex":[0.9991431,0.000008375253,0.0001858287,0.0001605839,0.0001577173,0.0003444516],"domain_scores_gemma":[0.9996909,0.000008521109,0.00002103836,0.0001107984,0.00004829877,0.0001204443],"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":[0.0000104753,0.000003443181,0.0003293065,0.0001640791,0.000008301148,7.040139e-7,0.0004965074,0.0002121469,0.9984537,0.0002147331,0.000003934282,0.000102675],"study_design_scores_gemma":[0.000137552,0.00004675535,0.009422533,0.00009624173,0.00001479276,0.0001839409,0.00009194497,0.007487155,0.9822708,0.000006731947,0.00005243431,0.0001891586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979762,0.001410058,0.00003917157,0.00001515665,0.0003014074,0.0001146095,0.000006358898,0.0001195044,0.00001749592],"genre_scores_gemma":[0.9991591,0.00005717733,0.0006815625,0.000005581639,0.00005613587,0.000009467733,8.964022e-7,0.00001973553,0.00001035657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01618293,"threshold_uncertainty_score":0.5404137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00998417976753832,"score_gpt":0.1798496256941861,"score_spread":0.1698654459266478,"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."}}