{"id":"W7010370300","doi":"","title":"GOVERNANCE UNDER UNCERTAINTY: TASK ASSIGNMENT IN PRODUCER CONTROLLED RESEARCH ORGANIZATIONS","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Task (project management); Agency (philosophy); Information governance; Principal–agent problem; Process (computing); Empirical research; Productivity","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":[0.05810768,0.0004018226,0.0004772011,0.002571942,0.006014712,0.008366133,0.001851164,0.00203517,0.002529008],"category_scores_gemma":[0.115608,0.0005300604,0.0005996319,0.002297657,0.01122253,0.004718873,0.004204597,0.001796029,0.0003260237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007768229,"about_ca_system_score_gemma":0.009004101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118194,"about_ca_topic_score_gemma":0.008054936,"domain_scores_codex":[0.8844787,0.09361947,0.002952917,0.007304684,0.006936507,0.004707745],"domain_scores_gemma":[0.8263975,0.1156443,0.03302894,0.01107437,0.007051012,0.006803856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006143861,0.0008565256,0.2167265,0.0004196461,0.0001743954,0.002419926,0.1654761,0.01762757,0.002500793,0.4357627,0.004582251,0.1528392],"study_design_scores_gemma":[0.0004350922,0.0008551748,0.1246902,0.000699853,0.0001069146,0.001307155,0.1511234,0.1085146,0.002182734,0.530955,0.07885014,0.0002796825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7444806,0.0009395865,0.1891891,0.005808405,0.0001337268,0.001099887,0.00009025713,0.0001251669,0.05813323],"genre_scores_gemma":[0.9882721,0.0001357144,0.009244917,0.0001503971,0.00004277987,0.0002678203,0.00004190853,0.00001068185,0.001833556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05810768,"threshold_uncertainty_score":0.3073065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1757928974336041,"score_gpt":0.5114118534005416,"score_spread":0.3356189559669376,"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."}}