{"id":"W4245009974","doi":"10.1109/mc.2021.3055706","title":"Table of Contents","year":2021,"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":[0.00008572847,0.00004201709,0.0001890862,0.00003468913,0.00002802949,0.00002135763,0.00008299622,0.00001858384,0.004522538],"category_scores_gemma":[0.00001112139,0.00004940379,0.00005172981,0.00007950857,0.00003475741,0.00006612024,0.0001052969,0.00002243566,0.00442584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009192395,"about_ca_system_score_gemma":0.000005072765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001706603,"about_ca_topic_score_gemma":0.000001294003,"domain_scores_codex":[0.9994922,0.00000225493,0.0002107987,0.0001835582,0.000009447092,0.0001017492],"domain_scores_gemma":[0.9996936,0.00001182264,0.00008379893,0.0001580038,0.00003035812,0.00002247172],"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":[0.000003615221,0.0001050327,0.0399034,0.00002553558,0.0001252067,0.000009048852,0.0004297061,0.0001256751,0.00003266339,0.2750605,0.6826656,0.001513935],"study_design_scores_gemma":[0.0004706536,0.00001428736,0.01163517,0.00001040056,0.00000267155,0.000002507006,0.00008305807,0.002923824,0.0004972789,0.004490071,0.9797472,0.0001228953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07650118,0.003016769,0.01401929,0.0003145523,0.007520826,0.00007893827,0.0003161076,0.00002974791,0.8982026],"genre_scores_gemma":[0.724535,0.0001197374,0.00553938,0.0005760005,0.0001740745,0.000003403024,0.00001230846,0.000009929991,0.2690302],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6480338,"threshold_uncertainty_score":0.9963875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138918210615028,"score_gpt":0.1952916932775252,"score_spread":0.133902511171375,"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."}}