{"id":"W4210826205","doi":"10.2139/ssrn.1362087","title":"Director Networks","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001760446,0.0007867793,0.0006096227,0.004134333,0.00222446,0.005722615,0.001165388,0.001559256,0.7880477],"category_scores_gemma":[0.007445049,0.0006273537,0.0003488455,0.00323562,0.0003197451,0.003144688,0.002805697,0.00136102,0.6499515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377855,"about_ca_system_score_gemma":0.003617529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001918095,"about_ca_topic_score_gemma":0.005628541,"domain_scores_codex":[0.9979552,0.0003297376,0.0001235689,0.0003879856,0.0008592824,0.0003441263],"domain_scores_gemma":[0.9937454,0.0007738702,0.00047275,0.000857474,0.0019358,0.002214628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003808059,0.00004137316,0.0005344402,0.00007003892,0.000002486861,0.00003337725,0.00005649736,0.00005570671,0.0002357926,0.00722551,0.919274,0.07243259],"study_design_scores_gemma":[0.000007790017,0.000007180847,0.000389387,0.00001429742,0.000001550373,0.0000232068,0.00003383926,0.00005626277,0.00009208355,0.0004910348,0.9988802,0.000003194938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009161038,0.0004313866,0.001487746,0.002277795,0.001077653,0.0001821342,0.005242255,0.001669663,0.9867154],"genre_scores_gemma":[0.00328973,0.0003084705,0.0005702815,0.0005158902,0.0003613332,0.0001236256,0.002728551,0.0003146592,0.9917874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7880477,"threshold_uncertainty_score":0.3023242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006438034529817587,"score_gpt":0.1912893155076135,"score_spread":0.1848512809777959,"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."}}