{"id":"W3037569653","doi":"10.1109/mie.2020.2985190","title":"The IEEE Macau Section IES Chapter Invited Lecture by Prof. Carl Ho [Chapter News]","year":2020,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Section (typography); Library science; Political science; Computer science; Engineering; Operating system","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002771634,0.0004685642,0.0004746943,0.00009486014,0.0003252583,0.0001276075,0.0004612626,0.00120347,0.00004945016],"category_scores_gemma":[0.0001098329,0.0003823921,0.0001573952,0.0004395512,0.0001141927,0.0001700981,0.00002743745,0.002493944,0.0001339181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134522,"about_ca_system_score_gemma":0.00007537669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004047657,"about_ca_topic_score_gemma":0.0002416842,"domain_scores_codex":[0.997712,0.00008097815,0.0005858811,0.0004262044,0.0003178058,0.0008771903],"domain_scores_gemma":[0.9991139,0.0001042758,0.0001512789,0.0003851756,0.00008720745,0.0001581959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009203314,0.00004313886,0.0002153986,0.00003478808,0.0009897515,0.00002891822,0.0003042542,0.007386378,0.4284304,0.004161957,0.4491011,0.1083836],"study_design_scores_gemma":[0.002915648,0.0006092251,0.000003284114,0.00002868983,0.0001055719,0.00003036655,0.00004175932,0.009653265,0.0749795,0.0004858625,0.9105585,0.0005883942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6142006,0.02748426,0.0198347,0.246191,0.04018298,0.01164844,0.0004572808,0.01156931,0.0284315],"genre_scores_gemma":[0.9930755,0.0005061423,0.000005403586,0.0007185363,0.004736852,0.000113093,0.00002569153,0.0001114687,0.0007073212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4614574,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845679939738429,"score_gpt":0.1967352874770607,"score_spread":0.1782784880796764,"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."}}