{"id":"W4403445463","doi":"10.1016/j.bar.2024.101508","title":"Share pledging and corporate misconduct","year":2024,"lang":"en","type":"article","venue":"The British Accounting Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Fundamental Research Funds for the Central Universities; Huazhong University of Science and Technology; Trent University; Federation for the Humanities and Social Sciences","keywords":"Misconduct; Business; Computer security; Criminology; Political science; Psychology; Computer science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007941384,0.0001760183,0.0002823856,0.00003421,0.0004533337,0.002945937,0.0003043528,0.00003466422,0.0003206243],"category_scores_gemma":[0.0001820002,0.0001502065,0.00008988581,0.0007019329,0.00007411643,0.001511964,0.0001784582,0.0002283955,0.0007397754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000153555,"about_ca_system_score_gemma":0.00003085601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009335937,"about_ca_topic_score_gemma":0.0002267412,"domain_scores_codex":[0.9988153,0.000008884113,0.0003110754,0.0003710608,0.0002071466,0.0002865399],"domain_scores_gemma":[0.9993132,0.00004886214,0.0002829208,0.0002450748,0.0001017218,0.000008273036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003611206,0.00001754433,0.01171248,0.02097468,0.00004420074,0.0003622249,0.00001344948,0.000002867326,0.00008608703,0.006846635,0.4618761,0.4980601],"study_design_scores_gemma":[0.0001168241,0.000002248012,0.02327749,0.02853889,0.0001559374,0.0001716164,0.00001194691,0.0006655877,0.000002120567,0.003344605,0.9433957,0.0003170263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2400829,0.7376412,0.00006641947,0.007492639,0.0008961874,0.0007174686,0.0000251388,0.0004528873,0.01262516],"genre_scores_gemma":[0.8671961,0.1022371,0.00005432291,0.02382884,0.003190665,0.00009422529,0.00005534841,0.0001018955,0.003241516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6354041,"threshold_uncertainty_score":0.9980891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673810468565303,"score_gpt":0.2314330933882257,"score_spread":0.1946949887025727,"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."}}