{"id":"W1971367481","doi":"10.1007/s11661-009-0030-z","title":"Void Nucleation and Growth in Dual-Phase Steel 600 during Uniaxial Tensile Testing","year":2009,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":211,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"AUTO21 Network of Centres of Excellence","keywords":"Materials science; Nucleation; Void (composites); Martensite; Composite material; Dual-phase steel; Ultimate tensile strength; Scanning electron microscope; Metallography; Austenite; Ferrite (magnet); Bainite; Tensile testing; Uniaxial tension; Microstructure; Metallurgy; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002733344,0.0001998156,0.000254534,0.0002999247,0.0004528703,0.0003287137,0.0003746397,0.0003749972,0.001456992],"category_scores_gemma":[0.0006694675,0.000277114,0.0001456201,0.0002502104,0.0003814731,0.00034884,0.0001913629,0.0002539793,0.0001952835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004756509,"about_ca_system_score_gemma":0.0002552375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004234214,"about_ca_topic_score_gemma":0.007793095,"domain_scores_codex":[0.9996809,0.00002179103,0.00001851947,0.00006416997,0.0001533437,0.00006130707],"domain_scores_gemma":[0.9994417,0.0001583432,0.00008207973,0.000038888,0.0002104791,0.00006847327],"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":[0.0003110041,0.00004424977,0.001197224,0.00002914874,0.000004637599,0.0001330651,0.0001563714,0.0006243695,0.995398,0.00008434621,0.00008540877,0.001932218],"study_design_scores_gemma":[0.00001565677,0.0004290427,0.01541337,0.000005534634,0.000009614903,0.0001211506,0.0001658985,0.01200835,0.9712804,0.00006185626,0.0004768287,0.00001226801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983225,0.00009216697,0.0005702997,0.00001272687,0.000007701547,0.000006157584,0.0001117656,0.0000332489,0.0008432785],"genre_scores_gemma":[0.998826,0.00002579418,0.0004329604,0.000004279032,0.000002342903,0.000004921801,0.0001015348,0.00001099523,0.0005912242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004234214,"threshold_uncertainty_score":0.008419156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092205812869956,"score_gpt":0.2002040123859304,"score_spread":0.1892819542572308,"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."}}