{"id":"W4200160118","doi":"10.1109/icjece.9349829","title":"IEEE Canadian Journal of Electrical and Computer Engineering","year":2021,"lang":"en","type":"paratext","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"Advanced Research in Systems and Signal Processing","field":"Engineering","cited_by":5,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003790404,0.0005384706,0.001163966,0.00164319,0.0001535614,0.0004937954,0.0004354626,0.000451661,0.00005575321],"category_scores_gemma":[0.00008552341,0.0005178903,0.0002276771,0.0007150644,0.00005526263,0.0002907996,0.0000218104,0.002384812,0.000005901179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672628,"about_ca_system_score_gemma":0.002110979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072324,"about_ca_topic_score_gemma":0.0008473319,"domain_scores_codex":[0.9971297,0.00004703275,0.001059873,0.0002672123,0.0003599044,0.001136247],"domain_scores_gemma":[0.9961947,0.0002758935,0.0002133555,0.0001525331,0.0004793792,0.002684126],"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":[0.00001126009,0.00001304901,0.0001622874,0.001061412,0.0008123833,0.003632818,0.000355992,0.8885701,0.0008121666,0.0001899831,0.0596498,0.04472873],"study_design_scores_gemma":[0.0006847132,0.0004947757,0.0003519209,0.001795708,0.00008595633,0.006781945,0.000006183754,0.8076692,0.0004282571,0.00001977285,0.180811,0.0008706644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0227756,0.1108039,0.858387,0.00008576937,0.00731748,0.0002139112,0.00003782781,0.00002849525,0.0003500457],"genre_scores_gemma":[0.9697836,0.002578796,0.01592585,0.0001266361,0.01069972,0.000005433329,0.00001602291,0.0002971552,0.0005667873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.947008,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008486249699279929,"score_gpt":0.1999430952712739,"score_spread":0.1914568455719939,"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."}}