{"id":"W4388633152","doi":"10.2139/ssrn.4630787","title":"International Corporate Development Activities  and Information Disclosures in Earnings Calls","year":2023,"lang":"en","type":"preprint","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":"Carleton University","funders":"","keywords":"Earnings; Business; Accounting","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":[0.003153763,0.0001912407,0.0002634558,0.002507043,0.0005979674,0.004643915,0.0006095216,0.001272116,0.009677955],"category_scores_gemma":[0.03715429,0.0001816975,0.0002240995,0.004251705,0.0007382748,0.002899781,0.001643641,0.001639473,0.001293526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039213,"about_ca_system_score_gemma":0.0008369887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00461636,"about_ca_topic_score_gemma":0.006768389,"domain_scores_codex":[0.9982894,0.0006073237,0.0002393532,0.0001564475,0.0003870206,0.0003205215],"domain_scores_gemma":[0.9186832,0.04834298,0.02561012,0.001389563,0.002902945,0.003071166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001889405,0.0006295362,0.9232364,0.0001372125,0.00008341141,0.0004744675,0.002295091,0.00172116,0.0005359313,0.0233245,0.004384851,0.04128804],"study_design_scores_gemma":[0.00003312859,0.0001765384,0.9730725,0.0001587601,0.00008799481,0.0002870942,0.003631229,0.002273747,0.0007966604,0.009678313,0.009768991,0.00003504193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488271,0.002020269,0.0006050104,0.001500492,0.00006971927,0.00003383476,0.002052975,0.00002997533,0.04486076],"genre_scores_gemma":[0.9944734,0.0004806622,0.0001133005,0.00005364238,0.00007856659,0.00001140275,0.001037233,0.00001004924,0.003741749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009677955,"threshold_uncertainty_score":0.03237593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742350403714214,"score_gpt":0.2140062392171388,"score_spread":0.1965827351799967,"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."}}