{"id":"W2013844321","doi":"10.1016/j.msea.2012.12.083","title":"Work hardening behavior of Mg-based nano-composites strengthened by Al2O3 nano-particles","year":2013,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Work hardening; Nano-; Hardening (computing); Composite material; Alloy; Work (physics); Strengthening mechanisms of materials; Microstructure; 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":[0.0004382269,0.0001515474,0.0002061544,0.00007570565,0.0001981603,0.0003620959,0.0003463037,0.00004008126,0.0005185688],"category_scores_gemma":[0.00006189594,0.0001231569,0.00001953816,0.0002875625,0.0002605756,0.0003167164,0.00009841683,0.00002771133,0.00005977508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002215392,"about_ca_system_score_gemma":0.00004150046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002778693,"about_ca_topic_score_gemma":9.063341e-7,"domain_scores_codex":[0.9986899,0.00001598145,0.0003008696,0.0003101342,0.0003034739,0.0003795878],"domain_scores_gemma":[0.999368,0.00003702712,0.00008429067,0.000262818,0.0001233211,0.0001245352],"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":[0.000005315981,0.00003429172,0.0002002629,0.0000401712,9.009404e-7,2.417194e-7,0.00008548001,0.0002909269,0.9988135,0.00008377133,0.000147437,0.0002977467],"study_design_scores_gemma":[0.0001400986,0.00004439694,0.00237529,0.00004304184,0.00001178464,0.000001855612,0.00004172563,0.001030389,0.9958819,0.000008242755,0.0002571149,0.000164175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989091,0.0001044789,0.0002048464,0.0001855984,0.000191019,0.0002512342,0.00002311404,0.0001008621,0.00002971022],"genre_scores_gemma":[0.9934729,0.000004799057,0.006168793,0.0000415673,0.00003008706,0.0002133757,0.000003352829,0.00001475149,0.00005040606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005963947,"threshold_uncertainty_score":0.5677965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007762691818080398,"score_gpt":0.192551811811111,"score_spread":0.1847891199930306,"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."}}