{"id":"W4298180730","doi":"","title":"L’enseignement de l’audit au 1er cycle","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Computer science; Audit; Accounting; Business","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004738681,0.0003704701,0.000336465,0.0002666307,0.0009689556,0.001904216,0.001851059,0.0002912517,0.0006818079],"category_scores_gemma":[0.00190243,0.0004075911,0.0002501012,0.0001862555,0.0002165957,0.0004305874,0.001905975,0.0005861421,0.0004825468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003347638,"about_ca_system_score_gemma":0.0005910737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104354,"about_ca_topic_score_gemma":0.00486521,"domain_scores_codex":[0.9974166,0.0003838978,0.0004390455,0.0007258228,0.0005099813,0.0005246378],"domain_scores_gemma":[0.9942725,0.0002329528,0.001006651,0.002426269,0.002002608,0.00005906279],"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":[0.00004657075,0.002228937,0.0653486,0.002208111,0.0004546075,0.0000294476,0.01671543,0.0005626485,0.001213735,0.410495,0.3269552,0.1737418],"study_design_scores_gemma":[0.001405961,2.34166e-7,0.1019799,0.003857364,0.0003545528,0.000009378231,0.001208269,0.03357084,0.002660809,0.05356335,0.7994323,0.001957082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2204311,0.0004768654,0.02689355,0.04577658,0.001707541,0.0006507875,0.00002561147,0.000576793,0.7034612],"genre_scores_gemma":[0.9745581,0.00009045674,0.005702665,0.0014168,0.00050556,0.0001180309,0.0005081975,0.00008066732,0.01701959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.754127,"threshold_uncertainty_score":0.9998376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598758022777807,"score_gpt":0.2322132462780715,"score_spread":0.2162256660502934,"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."}}