{"id":"W4280558126","doi":"10.1139/tcsme-2021-0161","title":"Mechanical characterization of Al7075 reinforced with borosilicate powder","year":2022,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Borosilicate glass; Materials science; Composite number; Indentation hardness; Composite material; Microstructure; Alloy; Vickers hardness test; Durability; Aluminium; Aluminium alloy; Matrix (chemical analysis); Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610028,0.0003306429,0.0001651709,0.000983536,0.0002797185,0.0002772525,0.0002013765,0.0002609153,0.001129485],"category_scores_gemma":[0.000201673,0.0001417686,0.000162659,0.0003723708,0.0002190476,0.0001740922,0.0001242031,0.0001718015,0.0002763351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856129,"about_ca_system_score_gemma":0.0001660714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890244,"about_ca_topic_score_gemma":0.005642139,"domain_scores_codex":[0.9997928,0.00001330388,0.000009690002,0.00002679737,0.0001244326,0.0000330418],"domain_scores_gemma":[0.9998693,0.00002126367,0.00002955481,0.000007205892,0.00004739295,0.00002517892],"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":[0.00002524756,0.000008242377,0.0002504962,0.00002284125,0.000003117023,0.00003479737,0.00001919078,0.00009621544,0.9985827,0.00002072963,0.000008533882,0.0009279579],"study_design_scores_gemma":[0.000005080505,0.0004691351,0.01614191,0.0000111481,0.00002566703,0.0001127637,0.0001785714,0.0008307213,0.9795888,0.00002608774,0.00259971,0.00001033133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966785,0.0006987803,0.001210793,0.00001011584,0.00001120757,0.00001360138,0.00008432377,0.000032052,0.001260671],"genre_scores_gemma":[0.9966182,0.0002310577,0.00140785,0.00001560007,0.000004186933,0.000009512366,0.0001039138,0.00001427651,0.001595455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001890244,"threshold_uncertainty_score":0.003778458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007492572309010459,"score_gpt":0.166539088536095,"score_spread":0.1590465162270845,"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."}}