{"id":"W2356985185","doi":"","title":"A CAD Punching System Of Computerized Embroidery","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Punching; CAD; Key (lock); Software; Engineering drawing; Computer Aided Design; Object (grammar); Product (mathematics); Quality (philosophy); Artificial intelligence; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004189062,0.0006057881,0.0007264037,0.001082796,0.0005786678,0.0008499099,0.00143049,0.000756758,0.01919503],"category_scores_gemma":[0.0010821,0.000451766,0.0003834877,0.0009997226,0.0003023507,0.001113905,0.000664245,0.0005584132,0.003075968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003821653,"about_ca_system_score_gemma":0.0008075917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708108,"about_ca_topic_score_gemma":0.001474276,"domain_scores_codex":[0.999466,0.00005640453,0.00003469525,0.0001223047,0.0002830687,0.00003755048],"domain_scores_gemma":[0.9994707,0.0001097784,0.00002639951,0.0001627869,0.0001910109,0.00003939583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006565349,0.0001506655,0.003858772,0.0007034955,0.00007220445,0.0009357304,0.0005792574,0.02194809,0.1595928,0.02238556,0.02819236,0.7609246],"study_design_scores_gemma":[0.0004071967,0.001398935,0.01070242,0.0001773308,0.0002597772,0.004972721,0.0002080514,0.3280496,0.1579879,0.005726112,0.4897325,0.0003773916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03715265,0.0008142575,0.9174685,0.0002364196,0.000334127,0.000482572,0.001012422,0.02324645,0.0192526],"genre_scores_gemma":[0.3282791,0.0007262435,0.6420545,0.000237874,0.0001213743,0.0005353179,0.002970295,0.0007264416,0.02434877],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01919503,"threshold_uncertainty_score":0.06421375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007568910414279699,"score_gpt":0.2230578417327978,"score_spread":0.2154889313185181,"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."}}