{"id":"W4211187840","doi":"10.1109/mcs.2013.2295732","title":"IEEE Control Systems Society","year":2014,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control (management); Computer science; Control system; Control engineering; Engineering; Electrical engineering; Artificial intelligence","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":[0.0009453866,0.001742329,0.001039601,0.001609553,0.001125366,0.002985607,0.0009140727,0.001777859,0.1128994],"category_scores_gemma":[0.001810892,0.0006270966,0.0005619008,0.001311069,0.0008904553,0.001761323,0.001584515,0.002467709,0.08289762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008000688,"about_ca_system_score_gemma":0.001921719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006012093,"about_ca_topic_score_gemma":0.006532311,"domain_scores_codex":[0.9992625,0.000073646,0.00004594238,0.0001523636,0.0004108839,0.00005462748],"domain_scores_gemma":[0.9978421,0.000126131,0.00004939148,0.0004492094,0.001446281,0.00008691885],"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":[0.00007403049,0.0001065863,0.0004223482,0.0001804125,0.00003396906,0.0001147966,0.00008293267,0.003583683,0.004090481,0.02399422,0.3510183,0.6162981],"study_design_scores_gemma":[0.00001758741,0.00007535319,0.0008006704,0.000111143,0.00003175041,0.0001560739,0.00005820555,0.01116756,0.002879902,0.007492615,0.9771845,0.00002465902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003904854,0.01215517,0.2516732,0.00591024,0.0169366,0.0003355283,0.001169988,0.006225347,0.7016891],"genre_scores_gemma":[0.02812772,0.006437732,0.0182999,0.0008470131,0.001298856,0.0001700237,0.002077022,0.0004849059,0.9422569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1128994,"threshold_uncertainty_score":0.3776862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056775270854643,"score_gpt":0.2108534210635893,"score_spread":0.2002856683550428,"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."}}