{"id":"W4394827961","doi":"10.2139/ssrn.4768558","title":"The Allocation of Corporate News","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bank of Canada; Government of Canada","funders":"","keywords":"Download; Computer science; World Wide Web; Internet privacy; Business","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":[0.002444985,0.0003094265,0.000390988,0.002974775,0.001209735,0.008856965,0.0007486941,0.001436015,0.04232435],"category_scores_gemma":[0.02487294,0.0004031866,0.0002490083,0.002262746,0.001348311,0.004114852,0.001880076,0.001003383,0.006457184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003347594,"about_ca_system_score_gemma":0.001464747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631627,"about_ca_topic_score_gemma":0.002277114,"domain_scores_codex":[0.9964734,0.001153833,0.0001749178,0.0005904508,0.001017905,0.0005894066],"domain_scores_gemma":[0.9890333,0.003824298,0.001850703,0.001445234,0.002347941,0.001498517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001069353,0.000269885,0.0219738,0.000192791,0.0001188204,0.0002866983,0.0016305,0.004035299,0.00654423,0.7013179,0.02016083,0.2424],"study_design_scores_gemma":[0.0001974322,0.0004045745,0.11757,0.0001998544,0.0001703024,0.0006275221,0.005167282,0.01813416,0.006584967,0.575314,0.2755233,0.0001064527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2773147,0.002408502,0.01062448,0.005791509,0.0004863333,0.000107725,0.0006053117,0.0001584063,0.7025031],"genre_scores_gemma":[0.923471,0.0004976511,0.001129784,0.0003910026,0.0003975768,0.00005324929,0.00017856,0.00004424612,0.07383685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04232435,"threshold_uncertainty_score":0.1415891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371153695277862,"score_gpt":0.2092292185968598,"score_spread":0.1955176816440812,"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."}}