{"id":"W3112146426","doi":"10.2139/ssrn.3636313","title":"The Spillover Effects of Restatement Tone for Industry Investment","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Spillover effect; Business; Tone (literature); Investment (military); Economics; Political science; Linguistics; Law; Microeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001536323,0.0004283287,0.0005038418,0.000518912,0.0005238019,0.00312845,0.0005387857,0.001755574,0.02405837],"category_scores_gemma":[0.01073258,0.0002283007,0.0005878866,0.0003610837,0.0008738684,0.001751078,0.001569412,0.001930141,0.001368624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507267,"about_ca_system_score_gemma":0.0005213716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003114247,"about_ca_topic_score_gemma":0.003844004,"domain_scores_codex":[0.9993889,0.0002035233,0.0000294747,0.00007477142,0.00009934344,0.0002039511],"domain_scores_gemma":[0.9874477,0.007920196,0.002048636,0.0006346837,0.0006615864,0.001287165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03113876,0.006830823,0.3507611,0.001362846,0.001280425,0.008933461,0.004568095,0.09341909,0.08926908,0.233639,0.01920804,0.1595894],"study_design_scores_gemma":[0.0006254053,0.002700229,0.8842037,0.000253036,0.001197714,0.0006971551,0.005181308,0.02626727,0.01413431,0.05614756,0.008392223,0.0001999692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371002,0.0005248835,0.0008534773,0.0009512868,0.00006443451,0.00002435275,0.0002219958,0.00004837746,0.06021103],"genre_scores_gemma":[0.9963369,0.000184643,0.00005439777,0.00007110224,0.00003098782,0.000003462714,0.00004686538,0.000007195213,0.003264394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02405837,"threshold_uncertainty_score":0.08048326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123467260938967,"score_gpt":0.2311361006936014,"score_spread":0.2187893745997047,"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."}}