{"id":"W3123790123","doi":"10.1108/md-01-2013-0022","title":"Customer value disclosure and analyst forecasts: the influence of environmental dynamism","year":2014,"lang":"en","type":"article","venue":"Management Decision","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Dynamism; Earnings; Context (archaeology); Business; Value (mathematics); Enterprise value; Accounting; Marketing; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0009465496,0.0002778934,0.0002745033,0.000269956,0.0002978223,0.0002244948,0.0006309124,0.00005244431,0.0001438705],"category_scores_gemma":[0.000664431,0.0002043646,0.0001019461,0.0004783672,0.0001870898,0.0007682865,0.001211655,0.000160381,0.0003095484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004619771,"about_ca_system_score_gemma":0.000001680511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008267582,"about_ca_topic_score_gemma":0.0000241405,"domain_scores_codex":[0.9978444,0.00002748391,0.0004666988,0.0005123094,0.000809823,0.0003393131],"domain_scores_gemma":[0.9957477,0.0001247682,0.003445534,0.0006337732,0.00002953916,0.00001872823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007814375,0.0001279739,0.1737315,0.000277448,0.0001599839,0.00001620676,0.00008120891,0.01130382,0.0002467675,0.08061502,0.003930551,0.7294314],"study_design_scores_gemma":[0.0006731793,0.00001634985,0.6922346,0.0001441495,0.0001863732,0.000001456415,0.0001786962,0.008745541,0.000006304857,0.006545139,0.2909953,0.0002729368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082845,0.00006622831,0.07069813,0.0003766883,0.0001396181,0.0004851555,0.000004168799,0.00006040114,0.01988514],"genre_scores_gemma":[0.9968979,0.0001028683,0.000569048,0.001077913,0.0001882203,0.0000272181,0.00001262738,0.00003726885,0.001086942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7291585,"threshold_uncertainty_score":0.8333744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003580410456585811,"score_gpt":0.1875584589224203,"score_spread":0.1839780484658345,"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."}}