{"id":"W1850425453","doi":"10.24908/pceea.v0i0.3698","title":"PHYSICAL AND VIRTUAL ENVIRONMENT FOR AUTOMATION EDUCATION ENGINEERS AND TECHNICIANS PART 1: ENGINEERING AN AUTOMATED RECYCLING FACILITY FOR BOTTLES AND CANS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Industrial Automation and Control Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automation; Engineering management; Process (computing); Sophistication; Work (physics); Engineering; Field (mathematics); Ethernet; Programmable logic controller; Order (exchange); Manufacturing engineering; Systems engineering; Computer science; Software engineering; Mechanical engineering; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003631897,0.0001911414,0.0002142794,0.000210134,0.0001422186,0.00008272254,0.00009511322,0.0001798837,0.000001995474],"category_scores_gemma":[0.0003488486,0.0002037992,0.00004480888,0.0001329801,0.00001702316,0.000310609,0.0000100784,0.0001204129,4.708862e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007298868,"about_ca_system_score_gemma":0.000164489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137449,"about_ca_topic_score_gemma":0.0006014441,"domain_scores_codex":[0.9990972,0.000005514553,0.0003017498,0.0002061905,0.0001336502,0.0002556993],"domain_scores_gemma":[0.9993697,0.00006329595,0.000147047,0.00007881414,0.0001502125,0.0001909351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001436399,0.001265761,0.06008687,0.01143683,0.002443115,2.566759e-7,0.1033884,0.1233241,0.2635244,0.1368471,0.03657764,0.2609619],"study_design_scores_gemma":[0.0006409496,0.0001025816,0.05986537,0.0002286897,0.0001637819,0.000005514654,0.001471944,0.9193051,0.004574041,0.0001480279,0.01293262,0.000561378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952399,0.0001192003,0.001197861,0.0003253893,0.0009828338,0.001364333,0.000150407,0.0005138987,0.000106203],"genre_scores_gemma":[0.9972616,0.00001449911,0.001917789,0.0000274111,0.0001851451,0.0004196246,0.00003284816,0.00003545875,0.0001056524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.795981,"threshold_uncertainty_score":0.8310692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00990049831351418,"score_gpt":0.1973890623752781,"score_spread":0.1874885640617639,"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."}}