{"id":"W2055352805","doi":"10.1007/s11661-009-0093-x","title":"Delamination Effect on Impact Properties of Ultrafine-Grained Low-Carbon Steel Processed by Warm Caliber Rolling","year":2009,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":168,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute for Materials Science; Institut national de la recherche scientifique","keywords":"Materials science; Composite material; Pearlite; Ferrite (magnet); Microstructure; Cementite; Toughness; Ultimate tensile strength; Bainite; Metallurgy; Delamination (geology); Martensite; Ductility (Earth science); Austenite; Creep","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001590564,0.0002252056,0.0004106187,0.00005609342,0.00005848202,0.00006802771,0.00007326776,0.000134082,0.0001420012],"category_scores_gemma":[0.000009961986,0.0001519552,0.0000876446,0.00009938994,0.00003811303,0.0001395939,0.000002042921,0.0001076661,0.000002462923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002258461,"about_ca_system_score_gemma":0.000007456978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003259457,"about_ca_topic_score_gemma":0.000002802425,"domain_scores_codex":[0.9990571,0.00004365554,0.0003389883,0.0001933181,0.0001451081,0.0002218096],"domain_scores_gemma":[0.9997133,0.00002116426,0.00003925927,0.0001059638,0.000034692,0.00008564787],"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":[0.0002378676,0.00006240376,5.772988e-8,0.0002493394,0.00005920074,0.00000191195,0.00007878993,0.002581182,0.9925963,0.00001417811,0.000006403851,0.004112382],"study_design_scores_gemma":[0.0007607353,0.0005746795,0.00003540051,0.0001289654,0.00008437771,0.00001444532,0.00001015234,0.003580749,0.9943641,0.00005367841,0.0001958117,0.000196896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932835,0.0004561911,0.005386839,0.0000529705,0.0001227953,0.0003688653,0.00003206227,0.0001385602,0.000158215],"genre_scores_gemma":[0.9995267,0.0001494224,0.00005674806,0.00002795682,0.00003137909,0.00002849445,0.00001482097,0.00002203271,0.0001424665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006243178,"threshold_uncertainty_score":0.6196555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004743809162761143,"score_gpt":0.1878789893809365,"score_spread":0.1831351802181753,"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."}}