{"id":"W2998093254","doi":"10.3390/ma13010249","title":"Reducing Yield Asymmetry between Tension and Compression by Fabricating ZK60/WE43 Bimetal Composites","year":2020,"lang":"en","type":"article","venue":"Materials","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China","keywords":"Materials science; Crystal twinning; Composite material; Slip (aerodynamics); Bimetal; Tension (geology); Rod; Composite number; Deformation mechanism; Asymmetry; Compression (physics); Microstructure; Metallurgy","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":[0.0002624589,0.0001749242,0.0003461441,0.00002559519,0.0002956059,0.0002701021,0.0002307796,0.0000791057,0.0007521033],"category_scores_gemma":[0.00009978207,0.000137846,0.00002564161,0.0001094018,0.00007967596,0.0001597166,0.0003167919,0.00006203203,0.0001687412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000116239,"about_ca_system_score_gemma":0.00001023537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003684661,"about_ca_topic_score_gemma":2.913181e-7,"domain_scores_codex":[0.9986257,0.00009400601,0.0004087885,0.0004345058,0.0001837147,0.0002533057],"domain_scores_gemma":[0.9992862,0.0001143907,0.0001812749,0.0002229901,0.00004244293,0.000152668],"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":[0.00001724226,0.00001510654,0.0004426699,0.00008694732,0.000003634135,7.568726e-7,0.0001496402,0.000002871061,0.9951924,0.0000800274,0.003161696,0.0008470123],"study_design_scores_gemma":[0.0001474396,0.00007349248,0.001255115,0.00005536421,0.00002903943,0.000003366017,0.00008737249,0.0001484343,0.9950538,0.00002823747,0.002927916,0.0001904182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951555,0.0002608579,0.0008850084,0.002511048,0.000124545,0.0002731804,0.0001534701,0.0001576924,0.0004787656],"genre_scores_gemma":[0.9956617,0.00001593731,0.00332503,0.0005087835,0.0002899526,0.00002657286,0.00005665512,0.00002442703,0.00009097219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002440021,"threshold_uncertainty_score":0.8235003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383745632764694,"score_gpt":0.2397978068176465,"score_spread":0.2059603504899996,"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."}}