{"id":"W2079375274","doi":"10.1108/02756660610710283","title":"Related party transactions: too close for (shareholders') comfort","year":2006,"lang":"en","type":"article","venue":"Journal of Business Strategy","topic":"Securities Regulation and Market Practices","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Scrutiny; Business; Appearance of impropriety; Originality; Shareholder; Value (mathematics); FLAGS register; Accounting; Database transaction; Law and economics; Law; Finance; Political science; Corporate governance; Economics; Computer science; Database","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":[0.006346943,0.0001715781,0.0003858224,0.0009935721,0.002832613,0.006429117,0.0008726133,0.001694843,0.01937219],"category_scores_gemma":[0.05358244,0.000167314,0.0002688807,0.001440842,0.00319442,0.007828664,0.002951901,0.00237202,0.002294393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562363,"about_ca_system_score_gemma":0.001501954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120992,"about_ca_topic_score_gemma":0.001705984,"domain_scores_codex":[0.9875702,0.004377886,0.0007317339,0.001315333,0.005000878,0.00100404],"domain_scores_gemma":[0.9414334,0.02194418,0.02017449,0.007407019,0.005972608,0.003068243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00141028,0.0005936946,0.2891831,0.0007903131,0.000109294,0.003213783,0.01878893,0.0008011679,0.01698598,0.1141013,0.05041292,0.5036092],"study_design_scores_gemma":[0.0001330526,0.001145477,0.483716,0.001993128,0.0001678183,0.008163567,0.07845853,0.003241508,0.01454386,0.1114409,0.2967497,0.0002464495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7577543,0.002954971,0.007317548,0.03238562,0.0008424124,0.0001504494,0.0003674686,0.0002185578,0.1980087],"genre_scores_gemma":[0.9895386,0.000395438,0.0006292172,0.003301758,0.0002454537,0.00002229873,0.00007693638,0.00003823263,0.005752226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01937219,"threshold_uncertainty_score":0.06480646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555157497328324,"score_gpt":0.2447906663393729,"score_spread":0.2192390913660896,"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."}}