{"id":"W4214652733","doi":"10.3390/ma15041533","title":"Milling Al520-MMC Reinforced with SiC Particles and Additive Elements Bi and Sn","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Machinability; Materials science; Composite material; Tin; Silicon carbide; Tool wear; Fabrication; Aluminium; Metallurgy; Machining","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":[0.0001176464,0.0001144465,0.0001505691,0.0000365592,0.0001275578,0.00007991688,0.00005748149,0.00001533073,0.0003713923],"category_scores_gemma":[0.000005108054,0.00009956701,0.000006595698,0.00004621874,0.00003767825,0.0001048177,0.0001118439,0.00003999523,0.000008486819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003075637,"about_ca_system_score_gemma":0.000005064706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002398852,"about_ca_topic_score_gemma":0.000002453329,"domain_scores_codex":[0.9993868,0.00002705717,0.0001660115,0.0001265168,0.0001107171,0.0001829018],"domain_scores_gemma":[0.9998004,0.0000202137,0.00002981234,0.00009828885,0.00001149521,0.00003983366],"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":[0.0000871638,0.00000447838,0.0005102987,0.00007069587,0.00008036925,0.00001534437,0.001389026,0.003202193,0.9933332,0.0001651052,0.0002831256,0.0008590556],"study_design_scores_gemma":[0.0007290364,0.0002901962,0.001536606,0.00004171775,0.00003943267,0.00003880016,0.0006746931,0.005864066,0.9861011,0.00007112457,0.004285667,0.0003275514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990407,0.0002237622,0.00004503459,0.0000223596,0.0001126131,0.0001748167,0.00006137388,0.000126431,0.0001928932],"genre_scores_gemma":[0.9987931,0.00004016917,0.0008061164,0.0000519471,0.00003719844,0.00009605128,0.00002317022,0.00002997076,0.0001222551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007232035,"threshold_uncertainty_score":0.4066485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008543184912800756,"score_gpt":0.1767928429017658,"score_spread":0.1682496579889651,"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."}}