{"id":"W3036133450","doi":"10.1007/s11661-020-05865-3","title":"Thermal–Mechanical Working of Spark Plasma Sintered Preforms Fabricated from Aluminum 2219 Powder","year":2020,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Dalhousie University","funders":"","keywords":"Spark plasma sintering; Materials science; Forging; Ultimate tensile strength; Ductility (Earth science); Metallurgy; Aluminium; Sintering; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003271667,0.0003053262,0.0002856157,0.0002836799,0.0003404676,0.0002068031,0.000255073,0.0003975025,0.00293366],"category_scores_gemma":[0.0004014062,0.0002363599,0.0002745429,0.0002334833,0.0003253291,0.0002596831,0.0001653078,0.0004362215,0.000281214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068448,"about_ca_system_score_gemma":0.0003045282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421109,"about_ca_topic_score_gemma":0.003763917,"domain_scores_codex":[0.9997553,0.000008661897,0.00002421088,0.00005992935,0.0000992805,0.00005264522],"domain_scores_gemma":[0.9996986,0.00006114846,0.00007239137,0.00004995735,0.00007719606,0.00004075826],"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":[0.0001007877,0.00001120981,0.000401728,0.00003267569,0.000004938639,0.00006911456,0.00008793137,0.0001039017,0.9972945,0.00005435169,0.00008353074,0.001755259],"study_design_scores_gemma":[0.000009083289,0.0001860423,0.0137192,0.000006834504,0.000007486517,0.00005559548,0.00009166906,0.001131403,0.9838709,0.0000186113,0.0008970093,0.000006205091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971381,0.0002418464,0.001088732,0.0000389364,0.00003829344,0.00001349328,0.0003046,0.00009194585,0.001044075],"genre_scores_gemma":[0.9969376,0.00008625117,0.001341749,0.00001307331,0.000007047034,0.000008578461,0.0002194192,0.00002006139,0.001366243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00293366,"threshold_uncertainty_score":0.009814024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251395143618809,"score_gpt":0.1826605393097667,"score_spread":0.1601465878735786,"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."}}