{"id":"W4205931382","doi":"10.1109/tifs.2021.3135112","title":"Table of Contents","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Information Forensics and Security","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Table (database); Information retrieval; Database","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006951526,0.001087965,0.0009673416,0.005249197,0.001511555,0.004055607,0.001515578,0.001051309,0.8504352],"category_scores_gemma":[0.008241366,0.0003346134,0.000519569,0.003593514,0.0003488864,0.002130748,0.001755924,0.001055955,0.8111671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433623,"about_ca_system_score_gemma":0.002663282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004001576,"about_ca_topic_score_gemma":0.005369455,"domain_scores_codex":[0.9993777,0.00007740102,0.00003316273,0.0001076456,0.0003495227,0.00005457587],"domain_scores_gemma":[0.9963959,0.0007091726,0.0001561272,0.0004391326,0.001868633,0.0004310885],"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":[0.00001472846,0.00002672857,0.0001090413,0.0001530114,0.0000036473,0.00001549033,0.000008256389,0.0001272601,0.0001388111,0.001225815,0.9507604,0.04741687],"study_design_scores_gemma":[0.000007051616,0.00001385376,0.000298652,0.0001890909,0.000005819662,0.00003351511,0.00002262952,0.0001290796,0.0001840642,0.001747377,0.9973614,0.000007560029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000625319,0.004135785,0.005720306,0.003480416,0.01021722,0.0008068063,0.07771432,0.003618998,0.8936808],"genre_scores_gemma":[0.003549785,0.004810159,0.003582886,0.002984468,0.003350048,0.0007014057,0.06967982,0.001802253,0.9095393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1495648,"threshold_uncertainty_score":0.2133361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528151970004809,"score_gpt":0.1945376614592603,"score_spread":0.1692561417592122,"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."}}