{"id":"W4205307474","doi":"10.1109/tetci.2021.3063875","title":"IEEE Computational Intelligence Society","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Emerging Topics in Computational Intelligence","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0003435894,0.0002828409,0.0002596756,0.0002054608,0.0002951562,0.0002452995,0.0009126466,0.0001278026,0.0001685369],"category_scores_gemma":[0.00001943031,0.0003228321,0.000281581,0.0009525078,0.0001217044,0.000526654,0.00001872646,0.0006486429,0.0001410127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136218,"about_ca_system_score_gemma":0.0002832316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004619675,"about_ca_topic_score_gemma":0.00003587281,"domain_scores_codex":[0.9973238,0.0001025771,0.0006861408,0.0007613453,0.0007112705,0.0004148261],"domain_scores_gemma":[0.998408,0.0005023236,0.0001319784,0.0003920565,0.0004488518,0.0001167805],"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":[0.000005202556,0.000233366,0.00001243405,0.00002045403,0.00003642853,0.00003642809,0.001199942,0.8774659,0.00002353308,0.06031363,0.0002185625,0.0604341],"study_design_scores_gemma":[0.00008580467,0.00005544268,0.00007808308,0.0001072506,0.00000627193,0.00005084349,0.0001527521,0.8777665,0.0113399,0.1091563,0.000879497,0.0003212981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002298451,0.00008181921,0.9899015,0.00441103,0.002312881,0.0001263654,0.00001068991,0.0001625671,0.0006947168],"genre_scores_gemma":[0.7521232,0.00006295331,0.2452044,0.001701089,0.000101065,0.00002100423,0.000006710223,0.00001637816,0.0007631684],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7498248,"threshold_uncertainty_score":0.9999224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03632018987249527,"score_gpt":0.3087151736868459,"score_spread":0.2723949838143507,"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."}}