{"id":"W4391606065","doi":"10.18260/1-2--43078","title":"Developing Experiments to Teach Control Theory","year":2024,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Control (management); 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":[0.005474771,0.0007536946,0.0004417266,0.0006902734,0.0006688017,0.001882357,0.001690211,0.001369021,0.008958866],"category_scores_gemma":[0.01693658,0.000457091,0.0004881202,0.0003131611,0.00156938,0.002565477,0.001952248,0.002268361,0.00148606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008742569,"about_ca_system_score_gemma":0.001030658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002957642,"about_ca_topic_score_gemma":0.0002420048,"domain_scores_codex":[0.9965845,0.001759898,0.0001652036,0.0004818193,0.0008170366,0.0001914149],"domain_scores_gemma":[0.9865998,0.01021626,0.0004903016,0.001314737,0.0008515827,0.0005273155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006857077,0.005810602,0.004945679,0.002107581,0.00009075827,0.0003265032,0.007435106,0.04006114,0.1096005,0.2518997,0.01287809,0.5641586],"study_design_scores_gemma":[0.001229192,0.01028836,0.007222706,0.001395761,0.0001160521,0.00084541,0.003140148,0.1304246,0.2514379,0.2025198,0.3910983,0.000281682],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1124099,0.0004693524,0.8314011,0.00137516,0.0003931541,0.001605595,0.000201113,0.002161146,0.0499834],"genre_scores_gemma":[0.3205607,0.0007754464,0.6631503,0.0006630733,0.00009998869,0.002847802,0.0003243454,0.0003754543,0.01120283],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008958866,"threshold_uncertainty_score":0.02997041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009022261085090334,"score_gpt":0.2579249555931297,"score_spread":0.2489026945080394,"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."}}