{"id":"W2000933343","doi":"10.1115/1.1395020","title":"Stamping Blank Optimal Layout and Coil Slitting Widths for Single and Multiple Blanks","year":2000,"lang":"en","type":"article","venue":"Journal of Engineering Materials and Technology","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Blank; Stamping; STRIPS; Electromagnetic coil; Die (integrated circuit); Scrap; Mechanical engineering; Raw material; Engineering drawing; Engineering; Materials science; Composite material; Electrical engineering","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":[0.0006255773,0.0004967852,0.0006641672,0.0005840479,0.0002788547,0.0006364444,0.0003610844,0.0006582236,0.001630962],"category_scores_gemma":[0.0020009,0.0005861623,0.0003236027,0.0005860947,0.000515617,0.0007147282,0.0002751742,0.0004160733,0.000190219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007689657,"about_ca_system_score_gemma":0.0008518398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832958,"about_ca_topic_score_gemma":0.003320813,"domain_scores_codex":[0.9998105,0.0000544431,0.000007116382,0.00004645773,0.0000402362,0.00004113781],"domain_scores_gemma":[0.9991472,0.0005599901,0.0001417317,0.00004208004,0.00007313018,0.00003588538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003971934,0.0000238913,0.0004081212,0.00002936206,0.000006433998,0.00002543245,0.00001244866,0.9846658,0.002559196,0.002909541,0.0002328911,0.009087127],"study_design_scores_gemma":[0.000006415043,0.00003425269,0.0002719273,0.00000409373,0.000004674576,0.00001446234,0.00001147124,0.995703,0.001948741,0.001828599,0.0001678585,0.000004488513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3387148,0.0008036046,0.6520357,0.0002309051,0.00002183989,0.00005365765,0.0002099176,0.0004867816,0.007442771],"genre_scores_gemma":[0.8711872,0.0003339894,0.1254773,0.00002419335,0.0000112603,0.00005647725,0.0001293576,0.00009680478,0.00268346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001832958,"threshold_uncertainty_score":0.005579233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006038137746723978,"score_gpt":0.1810633561178239,"score_spread":0.1750252183710999,"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."}}