{"id":"W4391695638","doi":"10.5267/j.ac.2023.11.002","title":"The determinants of the communication of societal accounting data within companies in Tunisia","year":2024,"lang":"en","type":"article","venue":"Accounting","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003663705,0.0001339868,0.0002217971,0.0000957848,0.0003821955,0.0004110737,0.001414242,0.0000649888,0.000005832434],"category_scores_gemma":[0.001823232,0.00008521983,0.0000805262,0.0008491927,0.0002142072,0.001346636,0.001346777,0.0002937449,0.00001345912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002007205,"about_ca_system_score_gemma":0.00008651602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343215,"about_ca_topic_score_gemma":0.003377074,"domain_scores_codex":[0.9982311,0.00002187629,0.0008228698,0.0002355345,0.0004481338,0.0002404729],"domain_scores_gemma":[0.9976113,0.0003323654,0.0008466805,0.0009855365,0.0002209999,0.000003063449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001797571,0.00005509257,0.9357749,0.0007733359,0.00004534291,0.000005664856,0.001282384,0.0001348635,0.001010915,0.01382647,0.004163074,0.04291],"study_design_scores_gemma":[0.0005026029,0.000008469934,0.5402966,0.003474999,0.000219005,0.00001585899,0.007574024,0.3680271,0.001155051,0.01246467,0.0656885,0.0005731695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942116,0.0009128221,0.000009421232,0.0005913185,0.0005741614,0.0001630179,0.000004225979,0.00005009968,0.003483291],"genre_scores_gemma":[0.999293,0.00001935033,0.0001146044,0.000103434,0.0002368175,0.000005372829,0.00001245283,0.00002386843,0.0001911228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3954784,"threshold_uncertainty_score":0.3963993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172207177883904,"score_gpt":0.2923457138045636,"score_spread":0.2506236420257246,"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."}}