{"id":"W4221023587","doi":"10.1109/icjece.2022.3149563","title":"IEEE Canadian Journal of Electrical and Computer Engineering","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced Research in Systems and Signal Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004188618,0.0002287703,0.0004527,0.001038518,0.0002235498,0.0001739927,0.0002998039,0.00008012401,0.00001822856],"category_scores_gemma":[0.00004723611,0.0002256073,0.0001009063,0.000576437,0.00003049048,0.0002333395,0.00001994107,0.001207042,4.198302e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182611,"about_ca_system_score_gemma":0.0006657888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007145572,"about_ca_topic_score_gemma":0.0003493504,"domain_scores_codex":[0.9982541,0.00003412497,0.0005792464,0.0001385223,0.0002776247,0.0007164],"domain_scores_gemma":[0.997958,0.0001636794,0.00009578661,0.00008268313,0.0001531416,0.001546708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008587551,0.000007446155,0.001073873,0.000105589,0.0001581994,0.001231736,0.0003468989,0.9628158,0.0009733858,0.0005066896,0.00203244,0.03073937],"study_design_scores_gemma":[0.0004730009,0.0004944392,0.00162167,0.0001076134,0.00002232061,0.004523039,0.000009176161,0.9662893,0.000200124,0.00005888867,0.0258915,0.0003089706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3372778,0.01616086,0.6442705,0.0001097867,0.001950079,0.0001363131,0.00001098793,0.00003394797,0.00004973656],"genre_scores_gemma":[0.9943523,0.00006160627,0.004513724,0.00004902605,0.0009651067,0.000002163844,7.303228e-7,0.00004491945,0.00001045254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6570745,"threshold_uncertainty_score":0.92,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00691209987031838,"score_gpt":0.1807449450384785,"score_spread":0.1738328451681601,"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."}}