{"id":"W4416975663","doi":"10.23865/magma.v28.1543","title":"Revisjon som samfunnsinstitusjon: Tillit, proveny og verdiskaping","year":2025,"lang":"sv","type":"article","venue":"Magma","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Audit; Treasury; Revenue; Per capita; Statutory law; Database transaction; Norwegian","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008751189,0.0005457521,0.0007405392,0.001771581,0.003649664,0.01771316,0.001671824,0.003967517,0.05378032],"category_scores_gemma":[0.03270674,0.0005183625,0.0009218258,0.003773584,0.003259567,0.008635584,0.00667713,0.004139655,0.01091408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008903638,"about_ca_system_score_gemma":0.02202516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03364974,"about_ca_topic_score_gemma":0.04516105,"domain_scores_codex":[0.9881408,0.003532381,0.0006696582,0.001166109,0.0040746,0.002416506],"domain_scores_gemma":[0.9761222,0.00706603,0.003308434,0.002079374,0.005293804,0.006130131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001214312,0.0007784789,0.06606971,0.004477182,0.000316366,0.002944869,0.02723075,0.003924717,0.003682338,0.2090551,0.2830537,0.3972525],"study_design_scores_gemma":[0.00005680676,0.000237777,0.0481147,0.001963362,0.0001026005,0.0003917137,0.01981641,0.0005551047,0.001824443,0.01439587,0.9124035,0.0001379185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2843325,0.04540499,0.006165465,0.11893,0.004029578,0.0006032651,0.004699488,0.0008966811,0.534938],"genre_scores_gemma":[0.7833521,0.01974438,0.00379824,0.01038739,0.001131566,0.0002849984,0.002285424,0.0006408546,0.1783751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05378032,"threshold_uncertainty_score":0.1799131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008028275169277397,"score_gpt":0.2211209534824876,"score_spread":0.2130926783132102,"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."}}