{"id":"W2155075609","doi":"10.24908/pceea.v0i0.3598","title":"Physical and Virtual Environment for Automation Education of Engineers and Technicians, Part 3: Improvement of joint distant laboratory activities in process control and automation based on past experience","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Rivière-du-Loup; Cégep de Rimouski; Université du Québec à Rimouski","funders":"Université du Québec à Rimouski; Ministère de l'Éducation, du Loisir et du Sport Québec","keywords":"Automation; Process (computing); Work (physics); Engineering management; Engineering; Service (business); Control (management); Computer science; Business; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001392938,0.0005560849,0.000276238,0.0005244451,0.0009472019,0.002261307,0.001047369,0.0006092907,0.01006855],"category_scores_gemma":[0.002202935,0.0002342131,0.0003682899,0.0003470901,0.0006361188,0.000738437,0.002223479,0.0005509791,0.001596563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088564,"about_ca_system_score_gemma":0.00388731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008125777,"about_ca_topic_score_gemma":0.01667633,"domain_scores_codex":[0.9989202,0.0004470338,0.00003723479,0.0001240393,0.0002676128,0.0002039498],"domain_scores_gemma":[0.9989809,0.0001980219,0.00006689898,0.0001256394,0.0002408592,0.0003874757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006667391,0.005912039,0.008700393,0.00094866,0.00002793939,0.0006197156,0.008656329,0.009572916,0.05935304,0.005113112,0.03027273,0.8701564],"study_design_scores_gemma":[0.000812316,0.01281746,0.2136112,0.001537157,0.0001965591,0.001907009,0.01443902,0.04595171,0.06926156,0.005768541,0.6333378,0.000359735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6977723,0.00179398,0.1878206,0.001918212,0.0004543852,0.002488018,0.0005536503,0.004027068,0.1031718],"genre_scores_gemma":[0.8004559,0.0009787552,0.1482387,0.0003329547,0.0000672491,0.001030752,0.0007165156,0.0001721914,0.04800696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01006855,"threshold_uncertainty_score":0.0336827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003480105612536633,"score_gpt":0.184867243026565,"score_spread":0.1813871374140283,"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."}}