{"id":"W2409004783","doi":"10.1109/icit.2016.7474923","title":"Development of PC-based SCADA training system","year":2016,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"SCADA; Microcontroller; Interface (matter); Embedded system; Troubleshooting; Automation; Data acquisition; Computer science; Software; User interface; Serial port; Process (computing); Supervisory control; Computer hardware; Engineering; Operating system; Control (management); Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009335692,0.00009888632,0.0001219001,0.00006353164,0.00001820206,0.000004342979,0.00008798687,0.00003604552,0.0000772917],"category_scores_gemma":[0.000007694524,0.00007252117,0.00002606276,0.00006839083,0.00001105028,0.00004662093,0.00001131341,0.0000359803,0.00005336297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450469,"about_ca_system_score_gemma":0.00001919585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.649345e-7,"about_ca_topic_score_gemma":9.991999e-7,"domain_scores_codex":[0.9994171,0.000004555329,0.0002087538,0.00008316221,0.0001181089,0.0001683064],"domain_scores_gemma":[0.9997754,0.00003899477,0.00001546121,0.0001129337,0.00001083799,0.00004645078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000002250808,0.000005515545,0.0002173983,0.0001761738,0.0000327068,0.000002172885,0.0008237578,0.03131664,0.9497278,0.001061177,0.00005466206,0.01657978],"study_design_scores_gemma":[0.000326959,0.000008899401,0.0003700849,0.0003696795,0.000002508534,0.000002551366,0.00056489,0.03112302,0.9611487,5.767307e-7,0.00590444,0.0001776575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6417268,0.0000834904,0.3286729,0.000007430416,0.0003132916,0.00007961565,0.000001300604,0.001103987,0.02801128],"genre_scores_gemma":[0.9026483,3.01e-7,0.09716798,0.000002561971,0.00001847499,0.00001311617,6.680705e-7,0.00002972672,0.0001188951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2609215,"threshold_uncertainty_score":0.2957328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437108832531236,"score_gpt":0.1929831252081435,"score_spread":0.1786120368828312,"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."}}