{"id":"W3211482252","doi":"10.7202/1079215ar","title":"Family Control and Investment Efficiency: Does Financial Analyst Coverage Matter?","year":2021,"lang":"en","type":"article","venue":"Management international","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information asymmetry; Investment (military); Corporate governance; Control (management); Business; Sample (material); Investment decisions; Finance; Accounting; Economics; Behavioral economics; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002252835,0.0001933857,0.0003844841,0.00102287,0.0003178456,0.001270635,0.0003614908,0.0004778374,0.004199018],"category_scores_gemma":[0.0179178,0.00007890264,0.0002939462,0.0008772446,0.0006831305,0.0008616352,0.0005472758,0.0003661145,0.0002410247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004323804,"about_ca_system_score_gemma":0.0003773444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004963924,"about_ca_topic_score_gemma":0.003691441,"domain_scores_codex":[0.9985668,0.0005204153,0.0001108348,0.0002331113,0.0003168282,0.0002519342],"domain_scores_gemma":[0.9445537,0.03307501,0.01778759,0.001743675,0.0009000568,0.001939963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001847084,0.00006083741,0.9859118,0.00001482975,0.0001659994,0.0002077785,0.0002270121,0.0004898754,0.0002554537,0.00052417,0.0001577031,0.01179967],"study_design_scores_gemma":[0.000008143741,0.0001369006,0.9963361,0.00001634085,0.00009351582,0.0002672636,0.0003628821,0.001093563,0.000412941,0.000551153,0.0007143695,0.000006738193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996064,0.0008858359,0.0006191541,0.0003125384,0.000006142552,0.000006038757,0.0001375391,0.000007512688,0.001961162],"genre_scores_gemma":[0.9996215,0.00006727641,0.00003827001,0.00001400819,0.00001058934,8.12216e-7,0.00005117782,0.00000126585,0.0001949093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004963924,"threshold_uncertainty_score":0.01404715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007003116378549049,"score_gpt":0.1940553595882714,"score_spread":0.1870522432097223,"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."}}