{"id":"W2042213814","doi":"10.1016/j.ijmachtools.2011.12.011","title":"Determination of pressure-dependent friction coefficient from draw-bend test and its application to cup drawing","year":2012,"lang":"en","type":"article","venue":"International Journal of Machine Tools and Manufacture","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Mechanics; Contact area; Range (aeronautics); Engineering drawing; Composite material; Engineering; Physics","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":[0.0006907597,0.000534792,0.0007337526,0.002032576,0.0004193376,0.0004973443,0.001392505,0.0009552044,0.001109393],"category_scores_gemma":[0.003096132,0.0005193024,0.0004291514,0.001909422,0.0005287598,0.0006164931,0.0003103734,0.0005111675,0.0002757612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759121,"about_ca_system_score_gemma":0.0003341938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199518,"about_ca_topic_score_gemma":0.003081342,"domain_scores_codex":[0.9988394,0.0001189715,0.00005434055,0.0001626942,0.000738912,0.00008567938],"domain_scores_gemma":[0.9973481,0.001157049,0.0003182744,0.0001883356,0.0008984901,0.00008979714],"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":[0.0005851873,0.0002024023,0.0228513,0.0005005642,0.00004725592,0.0005923245,0.0005129809,0.003097577,0.9116831,0.0004030294,0.0005869563,0.05893734],"study_design_scores_gemma":[0.0000385979,0.001203218,0.1727029,0.00003628452,0.0001680271,0.001514244,0.0004440727,0.05000634,0.7707499,0.0002750001,0.002710749,0.0001506007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388083,0.002328356,0.05506382,0.00006216053,0.00006496165,0.00008323577,0.0003994839,0.0003812314,0.002808449],"genre_scores_gemma":[0.9927601,0.0003259756,0.006170101,0.00001017169,0.00001141668,0.00001877041,0.0001197878,0.00001864352,0.0005651515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032576,"threshold_uncertainty_score":0.003967166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008865849139271425,"score_gpt":0.2439730431463156,"score_spread":0.2351071940070442,"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."}}