{"id":"W4292923327","doi":"10.1109/mcs.2015.2427050","title":"IEEE Control Systems Society","year":2015,"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); Control system; Computer science; 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":[0.0009305559,0.001718377,0.001041175,0.001586243,0.001103486,0.002942526,0.0009055234,0.001744343,0.111868],"category_scores_gemma":[0.001788676,0.0006157456,0.0005536537,0.001281089,0.0008739259,0.001733446,0.001577207,0.002431234,0.08217117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000784056,"about_ca_system_score_gemma":0.001886616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005888477,"about_ca_topic_score_gemma":0.006404003,"domain_scores_codex":[0.9992778,0.00007035638,0.00004546255,0.0001492303,0.0004041177,0.00005303693],"domain_scores_gemma":[0.9979012,0.0001211299,0.00004795046,0.0004438896,0.001401579,0.00008420015],"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":[0.00007301984,0.0001053688,0.00041576,0.0001818768,0.00003350791,0.0001144015,0.00008284891,0.003684354,0.004110758,0.02415955,0.3496065,0.617432],"study_design_scores_gemma":[0.00001752381,0.0000754336,0.0007980923,0.0001118198,0.00003148366,0.0001572592,0.00005780408,0.01174213,0.002959503,0.007577132,0.976447,0.00002480075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003830316,0.01174828,0.2569084,0.005634389,0.01628274,0.0003382333,0.001178689,0.006287344,0.6977916],"genre_scores_gemma":[0.02912422,0.006396613,0.01896337,0.0008420037,0.001269016,0.0001747237,0.002158428,0.00048586,0.9405857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.111868,"threshold_uncertainty_score":0.3742357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600187744017044,"score_gpt":0.2346607953458896,"score_spread":0.2086589179057192,"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."}}