{"id":"W2911341774","doi":"10.2139/ssrn.2203167","title":"Equity Pay and Stock Price Manipulation","year":2012,"lang":"en","type":"article","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":"York University","funders":"","keywords":"Download; Stock price; Equity (law); Stock (firearms); Business; Computer science; World Wide Web; Biology; Engineering; Law; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.0006238439,0.0001374652,0.0002091531,0.0005194814,0.0003451691,0.002263718,0.0001927557,0.0009434771,0.009087627],"category_scores_gemma":[0.01003285,0.0001749134,0.0001429238,0.0003923807,0.0005902723,0.001299538,0.0005631963,0.001108412,0.0005214374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941208,"about_ca_system_score_gemma":0.0003093371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007873481,"about_ca_topic_score_gemma":0.0009955168,"domain_scores_codex":[0.9996779,0.00008183273,0.00002131788,0.00004691771,0.0001047629,0.00006728886],"domain_scores_gemma":[0.9917873,0.004273803,0.002728864,0.0003982098,0.000221776,0.0005900569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003780616,0.002734968,0.8497522,0.0001058811,0.0002591709,0.001665298,0.001649221,0.00149072,0.01975826,0.04160744,0.002298632,0.07489765],"study_design_scores_gemma":[0.0001185969,0.0003803885,0.9631935,0.00002267676,0.00009946994,0.0006116911,0.0007775842,0.003139686,0.002069196,0.02760403,0.0019611,0.00002208116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829767,0.0006724783,0.0003344363,0.0006607418,0.00002922286,0.000008194233,0.00005306843,0.000008182519,0.01525707],"genre_scores_gemma":[0.9981105,0.0001122424,0.00005482886,0.0000678058,0.00003270165,0.000002680104,0.00002152919,0.000002766601,0.001594909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009087627,"threshold_uncertainty_score":0.03040111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329814779895309,"score_gpt":0.2444366370473444,"score_spread":0.2211384892483913,"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."}}