{"id":"W164956570","doi":"","title":"The Role of Accounting Officers: A Perspective from the United Kingdom","year":2007,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accounting; Perspective (graphical); Business; Kingdom; Biology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01329596,0.0004660166,0.0008176032,0.004659517,0.02010285,0.02530173,0.002126468,0.01163906,0.004836203],"category_scores_gemma":[0.03329814,0.0006921788,0.0004956628,0.00571621,0.0124369,0.004496945,0.004433039,0.005264222,0.0005345204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0860683,"about_ca_system_score_gemma":0.1230031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9185483,"about_ca_topic_score_gemma":0.9508225,"domain_scores_codex":[0.9791448,0.007413752,0.0008493916,0.0008514589,0.003860904,0.007879647],"domain_scores_gemma":[0.9508842,0.02043406,0.003017018,0.0006425761,0.01593393,0.009088133],"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":[0.0005675959,0.0001154221,0.02035203,0.001826441,0.0001084872,0.005194156,0.140996,0.001806171,0.001219813,0.5704795,0.175609,0.08172543],"study_design_scores_gemma":[0.00006654525,0.0001225316,0.05517863,0.002620486,0.0001013518,0.0005703793,0.1131606,0.000387021,0.0004415682,0.009532958,0.8175892,0.0002289065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.141748,0.1517508,0.0005587006,0.461918,0.002433691,0.00007997783,0.0002897392,0.00002597107,0.2411952],"genre_scores_gemma":[0.8715841,0.04303113,0.0003519293,0.04970368,0.0006873741,0.00003053158,0.00005963575,0.00003144721,0.03452018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9185483,"threshold_uncertainty_score":0.6244721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709325750624355,"score_gpt":0.2329571853353777,"score_spread":0.2158639278291341,"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."}}