{"id":"W4308480969","doi":"10.1109/mc.2022.3198191","title":"Table of Contents","year":2022,"lang":"en","type":"article","venue":"Computer","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Computer science; Table (database); 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":["insufficient_payload"],"category_scores_codex":[0.0001715828,0.00003942709,0.0001630108,0.00006737772,0.00009361816,0.00001134788,0.0001597445,0.000007307006,0.01133703],"category_scores_gemma":[0.000003474331,0.0000488931,0.0000467706,0.00008547551,0.00003109773,0.00004982136,0.0002694183,0.00003647015,0.001688596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002189266,"about_ca_system_score_gemma":0.000002940152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004432164,"about_ca_topic_score_gemma":3.64342e-7,"domain_scores_codex":[0.9995087,0.000003514998,0.0002039593,0.0001659378,0.00001456746,0.0001033258],"domain_scores_gemma":[0.9997137,0.00001007588,0.0001144895,0.0001357474,0.000008417672,0.00001759332],"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":[0.00000695742,0.00008404174,0.02324149,0.000007963877,0.0000620227,0.000001815779,0.0005643883,0.001052444,0.000005028983,0.1604947,0.8137653,0.0007137862],"study_design_scores_gemma":[0.0003238096,0.0000357808,0.003722875,0.000001086485,0.000001269429,0.000001180351,0.0001190873,0.005081846,0.00001390925,0.002563741,0.9880555,0.0000799047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1471305,0.001969744,0.006744924,0.0003601237,0.01339658,0.000234902,0.001202816,0.0000520106,0.8289083],"genre_scores_gemma":[0.8921207,0.00001191579,0.0008034099,0.0003362194,0.00006106852,0.00001159478,0.000006764224,0.000006127634,0.1066422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7449902,"threshold_uncertainty_score":0.9990887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05727317035113404,"score_gpt":0.1876536728131523,"score_spread":0.1303805024620183,"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."}}