{"id":"W1961257806","doi":"10.2139/ssrn.487902","title":"Leaders and Followers Among Security Analysts: Analysis of Impact and Accuracy","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Computer security; Actuarial science; Political science; Econometrics; Economics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001642304,0.0001328597,0.0002771303,0.0004669636,0.0001614075,0.0001361192,0.0002698973,0.0000588303,0.00001468954],"category_scores_gemma":[0.0001144101,0.0001092672,0.0001943524,0.001054181,0.00009973528,0.001100438,0.00004044954,0.0006602131,9.588462e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075789,"about_ca_system_score_gemma":0.0005790581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001147522,"about_ca_topic_score_gemma":0.0008027949,"domain_scores_codex":[0.9982257,0.0001176059,0.0003272125,0.0001637996,0.0002590624,0.0009065836],"domain_scores_gemma":[0.9992256,0.00006625718,0.0002662652,0.0002147343,0.00009541295,0.0001317332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002847909,0.0001031304,0.2013383,0.00001786625,0.004881265,0.000006414392,0.01395596,0.0003542082,0.00008451988,0.7622467,0.0001065425,0.01687658],"study_design_scores_gemma":[0.005854112,0.001528049,0.3132115,0.00006502472,0.003090559,0.00131328,0.0382339,0.1713953,0.001044567,0.4604869,0.001902913,0.001873868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481717,0.001715015,0.04876345,0.0001414573,0.00004485864,0.00005638747,0.00000151541,0.00001767894,0.001087887],"genre_scores_gemma":[0.9983015,0.001413026,0.0001796829,0.00006162385,0.000008344905,7.487679e-7,0.000001254816,0.000003464125,0.0000303456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3017598,"threshold_uncertainty_score":0.4455785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00637437939696314,"score_gpt":0.2558430811322286,"score_spread":0.2494687017352654,"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."}}