{"id":"W1525130973","doi":"10.4271/2005-01-0493","title":"On the Use of the Shear Punch Experiments in Determining Mechanical Properties of Various Dual Phase Steels","year":2005,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"AUTO21 Network of Centres of Excellence; Networks of Centres of Excellence of Canada","keywords":"Shear (geology); Dual (grammatical number); Materials science; Phase (matter); Dual-phase steel; Composite material; Mechanical engineering; Engineering; Microstructure; Physics; Martensite","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":[0.001280946,0.0005762628,0.0001755508,0.0009850552,0.0002698638,0.0003483528,0.0005219902,0.0004980913,0.002543549],"category_scores_gemma":[0.001802159,0.0003248822,0.0002021518,0.0006606332,0.0004799329,0.0004483547,0.000302232,0.0004985433,0.0008915837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453681,"about_ca_system_score_gemma":0.0001581571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006024822,"about_ca_topic_score_gemma":0.00185868,"domain_scores_codex":[0.9992244,0.0001722084,0.00007691832,0.0001625613,0.0003334692,0.00003037808],"domain_scores_gemma":[0.9958236,0.00214708,0.0004697161,0.000581059,0.0008835166,0.00009499486],"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":[0.000179026,0.00004590974,0.001744463,0.0000655574,0.000005899491,0.00005683539,0.00006432203,0.0002728137,0.9854049,0.0000655594,0.00005097291,0.01204372],"study_design_scores_gemma":[0.000008069948,0.001082609,0.02007597,0.00001332476,0.0000160647,0.0001854342,0.00008696705,0.002092735,0.9753821,0.00006092391,0.0009796314,0.00001618903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241099,0.002259651,0.06435592,0.0001639304,0.0001290918,0.0001734098,0.001072332,0.0003900518,0.00734564],"genre_scores_gemma":[0.9382148,0.00133572,0.0562762,0.0001067302,0.00003014105,0.00009320265,0.0004410867,0.00007070287,0.003431501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002543549,"threshold_uncertainty_score":0.00850898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326151399067136,"score_gpt":0.2384113244408409,"score_spread":0.2057961845341273,"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."}}