{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02058959,0.000360326,0.000970824,0.000983499,0.001227814,0.00282192,0.004861845,0.0004777729,0.003449143],"category_scores_gemma":[0.04866946,0.0002318175,0.0001608563,0.003420002,0.0004671935,0.001188091,0.0002289734,0.001805335,0.001657618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006022909,"about_ca_system_score_gemma":0.00334064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486156,"about_ca_topic_score_gemma":0.009800654,"domain_scores_codex":[0.9851179,0.00106016,0.001359287,0.001835423,0.009522481,0.001104789],"domain_scores_gemma":[0.990424,0.003172792,0.0007492797,0.001998069,0.003360031,0.0002957944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002073991,0.001020321,0.01166701,0.00009241786,0.0001744935,0.000127135,0.007212765,0.01024728,0.02052459,0.1388979,0.7211654,0.08679669],"study_design_scores_gemma":[0.01426888,0.0004564312,0.2274521,0.001000236,0.00006122468,0.000009487377,0.04277559,0.01249452,0.006463871,0.3372558,0.355129,0.002632772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1229701,0.001702068,0.001026847,0.01909429,0.003403552,0.005739147,0.0001030659,0.0001015445,0.8458593],"genre_scores_gemma":[0.5188327,0.0003160503,0.00003214115,0.00008339375,0.0001823571,0.0001448391,0.00005428578,0.00002292854,0.4803313],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3958625,"threshold_uncertainty_score":0.9991197,"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."}}