{"id":"W3040302300","doi":"10.1016/j.matchar.2020.110478","title":"Characterization of accumulative fold-forged magnesium-nickel multilayered composite structures","year":2020,"lang":"en","type":"article","venue":"Materials Characterization","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; FOIL method; Composite number; Magnesium; Nickel; Composite material; Accumulative roll bonding; Transmission electron microscopy; Severe plastic deformation; Scanning electron microscope; Forging; Metallurgy; Microstructure; Nanotechnology","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":[0.0001571207,0.0002319676,0.0001983509,0.0004250916,0.0002514731,0.0002766525,0.0003350245,0.0002955204,0.0009772917],"category_scores_gemma":[0.0002695457,0.0001603509,0.0001372167,0.0002098239,0.0001952913,0.0002487267,0.0001388213,0.0001450671,0.0001742643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753803,"about_ca_system_score_gemma":0.0001549875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008209915,"about_ca_topic_score_gemma":0.002415748,"domain_scores_codex":[0.9998502,0.000007947067,0.000006369373,0.00003895887,0.00007828835,0.00001833415],"domain_scores_gemma":[0.9997926,0.0000305211,0.00006381164,0.00002806297,0.00006719001,0.00001776471],"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":[0.00004970881,0.000006246025,0.0003005984,0.00002597559,0.000003580666,0.00005226253,0.00005550794,0.0004061817,0.9974561,0.00006239241,0.00004164519,0.001539821],"study_design_scores_gemma":[0.000003578491,0.0001422849,0.008833177,0.000004252798,0.00001360869,0.00009866081,0.00005613359,0.002579251,0.9871589,0.00001715171,0.00108585,0.000007171339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956696,0.0002052327,0.002360462,0.00001327602,0.00001149164,0.000008815856,0.0001069175,0.0001096346,0.001514518],"genre_scores_gemma":[0.9963108,0.00004228235,0.002261849,0.000005723903,0.000001774142,0.000007252811,0.00005856522,0.00001391657,0.001297894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009772917,"threshold_uncertainty_score":0.003269315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102058209993483,"score_gpt":0.2087341728366336,"score_spread":0.1877135907366988,"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."}}