{"id":"W4254319471","doi":"10.1007/978-3-662-53120-4_300650","title":"Stamping","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","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":[0.0001764456,0.0009459178,0.0005489776,0.001513548,0.001084287,0.001580183,0.0008778726,0.0006931759,0.1651322],"category_scores_gemma":[0.0004502948,0.000491571,0.0004598206,0.001512185,0.0006368528,0.001473101,0.001380533,0.001124712,0.07923387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006037738,"about_ca_system_score_gemma":0.0005871508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117912,"about_ca_topic_score_gemma":0.002963033,"domain_scores_codex":[0.9996754,0.00001133538,0.000009666419,0.00005374647,0.0002204866,0.00002938179],"domain_scores_gemma":[0.9998571,0.00001910646,0.000006716567,0.00005616348,0.00005065467,0.00001028831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004986792,0.00003976223,0.0001270314,0.0003580021,0.000009973926,0.000135007,0.0002131928,0.002433244,0.02618038,0.1036313,0.1958937,0.6709286],"study_design_scores_gemma":[0.000003401241,0.00002387484,0.0001726678,0.00004469323,0.000005636717,0.0002565823,0.00004374118,0.001936074,0.01294316,0.006130762,0.9784271,0.00001250532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002278653,0.002547225,0.05774984,0.0003290001,0.001273291,0.000077978,0.0004974512,0.002133838,0.9331127],"genre_scores_gemma":[0.01122395,0.001586689,0.01099543,0.0001191363,0.000100231,0.00003335067,0.000549614,0.0003511138,0.9750406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1651322,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631234874981915,"score_gpt":0.2141695371731339,"score_spread":0.1978571884233148,"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."}}