{"id":"W1506964742","doi":"10.2139/ssrn.891003","title":"Does Analyst Disclosure Matter? A Real-Time Analysis","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Computer science; Psychology; 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":[0.005980668,0.0005101978,0.001363312,0.001126071,0.0004757212,0.003077395,0.00121156,0.003400272,0.01080347],"category_scores_gemma":[0.04375205,0.0004075704,0.001593413,0.001756205,0.001006015,0.002753287,0.0008396687,0.003166752,0.001771508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005443593,"about_ca_system_score_gemma":0.0005419845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003372781,"about_ca_topic_score_gemma":0.002623552,"domain_scores_codex":[0.9978101,0.0008207256,0.0001604573,0.0004191582,0.0002793159,0.0005103588],"domain_scores_gemma":[0.8886224,0.08142079,0.02203447,0.003264608,0.0021963,0.002461446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008863118,0.0009054395,0.9357186,0.0002786669,0.001842923,0.001414707,0.0009477607,0.01055156,0.002732308,0.006911119,0.006018149,0.02381562],"study_design_scores_gemma":[0.0004330933,0.001963101,0.897764,0.00006569546,0.001834745,0.001555075,0.001481487,0.07757924,0.001548838,0.01070692,0.004939654,0.0001280087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988152,0.002096833,0.002048609,0.003400688,0.000100495,0.00004288954,0.001545076,0.00004491905,0.002568521],"genre_scores_gemma":[0.9975632,0.0002751716,0.0001018046,0.0001155561,0.0001068408,0.00001019665,0.0004630082,0.00001220613,0.001352022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080347,"threshold_uncertainty_score":0.03614116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006717698858040955,"score_gpt":0.2055154094666861,"score_spread":0.1987977106086452,"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."}}