{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001236531,0.00006251897,0.0001778672,0.00008466352,0.000107361,0.00004468771,0.00003867558,0.00004099377,0.0009183998],"category_scores_gemma":[0.000008096764,0.00007206256,0.00005515401,0.0001200694,0.00006792982,0.0004844198,0.000002150303,0.00006217464,0.000482233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001473722,"about_ca_system_score_gemma":0.000009567524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000613033,"about_ca_topic_score_gemma":0.00001237678,"domain_scores_codex":[0.9994226,0.000002897635,0.0003510579,0.00009944302,0.00002579589,0.00009825182],"domain_scores_gemma":[0.9996127,0.00001614263,0.0001382204,0.0001198793,0.00007550789,0.00003757105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009118376,0.0002795139,0.001502732,0.000254145,0.0004261334,0.000002360795,0.01393051,0.00231975,0.00002953077,0.9114468,0.05544143,0.01427593],"study_design_scores_gemma":[0.003771713,0.0001816912,0.001701993,0.00006882427,0.00004645708,0.00002037654,0.007964371,0.02684871,0.01472427,0.08683591,0.8570752,0.0007604591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1570893,0.0006421486,0.2943426,0.0005747086,0.007030574,0.0003539941,0.005997834,0.00007367251,0.5338952],"genre_scores_gemma":[0.9960207,0.0002769001,0.0002455449,0.0001899207,0.000006501434,0.000004571758,0.00001113081,0.000002488044,0.003242293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8389314,"threshold_uncertainty_score":0.9999949,"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."}}