{"id":"W7019236335","doi":"","title":"Finance & Budget Committee Agenda & Packet","year":2018,"lang":"en","type":"article","venue":"TopSCHOLAR (Western Kentucky University)","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Revenue; Quarter (Canadian coin); Financial Audit; Financial statement; Operating budget; Data collection; Financial management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002422866,0.0001915637,0.0001684675,0.0003478932,0.0004671831,0.0003474226,0.0006160176,0.00009485374,0.0005604572],"category_scores_gemma":[0.00005886003,0.0002174463,0.00009005486,0.0008086066,0.0001440147,0.0020637,0.0002872204,0.0002264741,0.002653385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008375664,"about_ca_system_score_gemma":0.00004182405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002022932,"about_ca_topic_score_gemma":0.0003550711,"domain_scores_codex":[0.9988724,0.00001981665,0.0001511194,0.0003643927,0.0002531685,0.0003391239],"domain_scores_gemma":[0.9989865,0.00001810568,0.0001887963,0.0004547366,0.0003318303,0.00001998067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001759699,0.0003080432,0.740755,0.0001417908,0.0001115545,0.0001476352,0.0007050015,0.000007433101,0.0004668932,0.03668705,0.2073268,0.01316691],"study_design_scores_gemma":[0.0004627556,0.0000133892,0.06901852,0.00003309722,0.00004977847,0.000002601141,0.0005231037,0.00003169412,0.00006281256,0.0002043499,0.9293383,0.0002595408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8660511,0.00003143124,0.000251143,0.001456947,0.0009758516,0.0001484749,0.000004887866,0.0002477062,0.1308324],"genre_scores_gemma":[0.9632233,0.00001460447,0.0001343131,0.005449343,0.001385794,7.746559e-7,0.00003893402,0.00002941453,0.02972356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7220116,"threshold_uncertainty_score":0.9981232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953702794226069,"score_gpt":0.2227834058264488,"score_spread":0.2032463778841881,"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."}}