{"id":"W4395471477","doi":"10.2139/ssrn.4807934","title":"Do Political Connections Pay for Pledging of Shares: Evidence from India","year":2024,"lang":"en","type":"preprint","venue":"American Business Review","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Politics; Business; Law and economics; Economics; Political science; Law","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":[0.0007904797,0.000122847,0.0001623722,0.0009962375,0.0006024782,0.001591792,0.0003679921,0.000368922,0.002893692],"category_scores_gemma":[0.005921406,0.0001475949,0.0002150123,0.001628149,0.000909662,0.0005168407,0.0008941934,0.0006387642,0.0003383755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004073399,"about_ca_system_score_gemma":0.000781785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01651685,"about_ca_topic_score_gemma":0.02229514,"domain_scores_codex":[0.9991785,0.0003002981,0.00004071805,0.0000863176,0.0001851993,0.0002089811],"domain_scores_gemma":[0.9891014,0.003809398,0.005350313,0.0003753623,0.0005122541,0.0008514169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001395563,0.0001321977,0.9757072,0.0001084859,0.00008429967,0.0004226766,0.003579919,0.00008463906,0.0002705881,0.001354974,0.0009936875,0.01712176],"study_design_scores_gemma":[0.000007867551,0.00004006622,0.9925569,0.00003813815,0.0000599661,0.0001587896,0.004469576,0.00007111297,0.0001146692,0.0001708963,0.00230709,0.000004926901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907606,0.0007883027,0.0000637296,0.0006144245,0.000008469207,0.000006312992,0.0001195752,0.000002458079,0.007636111],"genre_scores_gemma":[0.9987826,0.0007088492,0.00002023105,0.00008487194,0.00001676439,0.000002118845,0.00006242596,0.000001294997,0.0003208386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01651685,"threshold_uncertainty_score":0.03284138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0815710352214495,"score_gpt":0.3440579727161618,"score_spread":0.2624869374947123,"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."}}