{"id":"W2613533369","doi":"","title":"Effect of Demonetization on Analysts’ Estimates: A Natural Experiment","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Quarter (Canadian coin); Natural experiment; Earnings; Economics; Monetary economics; Econometrics; Business; Accounting; Statistics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005913002,0.0005633539,0.0005358712,0.0002650794,0.0006399786,0.0009932441,0.0006616199,0.00164297,0.006463998],"category_scores_gemma":[0.02295884,0.0003333325,0.0006031788,0.000303624,0.001197054,0.0008577617,0.001020393,0.002644338,0.0008725205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005375809,"about_ca_system_score_gemma":0.0007321946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069024,"about_ca_topic_score_gemma":0.001336855,"domain_scores_codex":[0.995932,0.001813966,0.0003572653,0.0008323533,0.0006304404,0.0004339988],"domain_scores_gemma":[0.943828,0.03437893,0.01359122,0.004616175,0.002155585,0.001430091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1873192,0.1148581,0.3630561,0.001998401,0.001606753,0.003673729,0.008900112,0.02233786,0.1601163,0.01597558,0.02037552,0.09978237],"study_design_scores_gemma":[0.0191669,0.1672386,0.6185573,0.0002620424,0.001523418,0.000984589,0.004995204,0.03115901,0.1080707,0.0190018,0.02851669,0.0005237203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936683,0.00007797359,0.001312296,0.000427524,0.0001218623,0.0006440898,0.0006211054,0.00004698395,0.003079832],"genre_scores_gemma":[0.9928464,0.00006666563,0.002032491,0.000516162,0.0001326684,0.00122018,0.0004027204,0.00001059743,0.002772102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006463998,"threshold_uncertainty_score":0.03127134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004824660804112653,"score_gpt":0.2424015659749199,"score_spread":0.2375769051708072,"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."}}