{"id":"W4256316349","doi":"10.1109/icjece.2021.3099707","title":"IEEE Canadian Journal of Electrical and Computer Engineering","year":2021,"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; Engineering","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":[0.0002797845,0.0002373891,0.0004936631,0.0007061217,0.0001109551,0.0002515609,0.0002048425,0.0001378532,0.00001061754],"category_scores_gemma":[0.00009271306,0.0002269658,0.0001070092,0.000552516,0.00003251541,0.0002748367,0.00001154886,0.000910083,7.354256e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000252341,"about_ca_system_score_gemma":0.0009137068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000411191,"about_ca_topic_score_gemma":0.0007295822,"domain_scores_codex":[0.9983104,0.00002637931,0.0005904769,0.0001468831,0.0002157787,0.0007100283],"domain_scores_gemma":[0.9975456,0.0001794572,0.00007986165,0.0000902406,0.0003227379,0.001782091],"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":[0.00001164368,0.00001683474,0.002919523,0.0004127275,0.0004726865,0.006215055,0.0005881409,0.8846038,0.005734118,0.001376474,0.00330322,0.0943458],"study_design_scores_gemma":[0.0005514557,0.0002721058,0.00295031,0.0003770109,0.00003226471,0.006570034,0.00000700051,0.9697455,0.001501352,0.00007619943,0.0175444,0.0003723711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2302518,0.02013508,0.7480018,0.00009897007,0.001359056,0.00007050966,0.000004913258,0.0000238136,0.00005408321],"genre_scores_gemma":[0.9883661,0.0001710091,0.01006473,0.00004867986,0.001291579,7.712644e-7,7.505942e-7,0.00004322919,0.00001321052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7581142,"threshold_uncertainty_score":0.9255399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007287173896131967,"score_gpt":0.1862560412480701,"score_spread":0.1789688673519381,"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."}}