{"id":"W203370874","doi":"","title":"Three Essays on Financial Restatements","year":2012,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.002221567,0.0007985617,0.0005620021,0.002918535,0.004441459,0.004226764,0.0009613896,0.001841936,0.01051098],"category_scores_gemma":[0.01299171,0.0003054922,0.0007081615,0.003616766,0.00594815,0.002871112,0.001753024,0.003283201,0.002122682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066689,"about_ca_system_score_gemma":0.005619517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1473077,"about_ca_topic_score_gemma":0.1270011,"domain_scores_codex":[0.9979808,0.0002391765,0.00008455588,0.0002870638,0.001086982,0.0003214603],"domain_scores_gemma":[0.9907712,0.003169985,0.000747016,0.0005502139,0.003792051,0.0009695029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001130174,0.00005543329,0.005073793,0.000393977,0.00004077086,0.00022986,0.004683787,0.0005315588,0.0003911489,0.1343252,0.7515871,0.1025743],"study_design_scores_gemma":[0.000008730533,0.0000211548,0.006932959,0.0005698476,0.00001424274,0.00009411753,0.001076593,0.0001319462,0.0001794531,0.01175635,0.9791718,0.00004279716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03113334,0.2168348,0.009239614,0.3717687,0.06160309,0.000168165,0.002977932,0.0003743092,0.3059002],"genre_scores_gemma":[0.2817104,0.1492089,0.004991293,0.0861455,0.05388095,0.0002154912,0.002914214,0.0004887019,0.4204446],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1473077,"threshold_uncertainty_score":0.2929005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04627556432722073,"score_gpt":0.2609933129652336,"score_spread":0.2147177486380129,"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."}}