{"id":"W7099465629","doi":"","title":"Do Boards of Directors that are Perceived to be Better Aligned with Shareholder Interests Enhance the Operating Performance of Firms?","year":2010,"lang":"en","type":"article","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shareholder; Earnings; Sample (material); Shareholder value; Index (typography); Capital expenditure; Agency cost; Agency (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00240802,0.0001764377,0.0001846371,0.0008999406,0.0005502586,0.001717573,0.0002708792,0.0006527935,0.002648695],"category_scores_gemma":[0.01204948,0.0001139306,0.0001412883,0.0005635746,0.000902447,0.001061242,0.0006501675,0.0004761055,0.000390224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009826678,"about_ca_system_score_gemma":0.0007554412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008922259,"about_ca_topic_score_gemma":0.02223378,"domain_scores_codex":[0.9987207,0.0003164503,0.00006647941,0.0001037162,0.000446074,0.0003465665],"domain_scores_gemma":[0.9725822,0.003193348,0.0179199,0.0006080195,0.001680428,0.004016011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079605,0.0001783222,0.9855284,0.00001309702,0.00003398665,0.00005488823,0.0007873867,0.0001073048,0.0009512101,0.0002189119,0.0002240966,0.01179447],"study_design_scores_gemma":[0.000003521106,0.0000535447,0.9985883,0.000002922617,0.000005280213,0.00001674421,0.000853131,0.00006564621,0.0001030789,0.00007088076,0.0002338685,0.000003039862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997672,0.00007596462,0.00005818785,0.0002404778,0.000005887064,0.000004564815,0.00001595999,0.000001803825,0.001925235],"genre_scores_gemma":[0.9995401,0.0000404448,0.00004029677,0.00004387931,0.00001197276,0.000001579419,0.00001972025,7.320891e-7,0.0003013468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008922259,"threshold_uncertainty_score":0.01774061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104502186659237,"score_gpt":0.265876586602132,"score_spread":0.2554263679362083,"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."}}