{"id":"W1560717967","doi":"10.3386/w9121","title":"Knowledge Creation and Control in Organizations","year":2002,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Interdependence; Incentive; Principal (computer security); Process (computing); Control (management); Industrial organization; Business; Product (mathematics); Knowledge management; Process management; Computer science; Economics; Microeconomics; Artificial intelligence; Political science; Computer security; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001991233,0.0001528366,0.0002674163,0.002163752,0.0001156525,0.0002440689,0.0002942364,0.0001822209,0.0007208382],"category_scores_gemma":[0.0005950795,0.0001708053,0.00003618275,0.0006670744,0.0001331552,0.0002771774,0.0005602429,0.0004288117,0.0005591654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000380408,"about_ca_system_score_gemma":0.0001687697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003149389,"about_ca_topic_score_gemma":0.0004123184,"domain_scores_codex":[0.9984961,0.00004188036,0.0005326833,0.0003900377,0.0003155651,0.0002237791],"domain_scores_gemma":[0.9976323,0.0001940337,0.0002183496,0.000183867,0.001760509,0.00001089782],"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":[0.00001423371,0.0001284074,0.006340731,0.0003240162,0.00003431048,6.121421e-7,0.00007243602,0.0003619356,0.00003043195,0.9836103,0.008291277,0.0007913275],"study_design_scores_gemma":[0.001696131,0.00001050231,0.006563527,0.0001696994,0.00001859382,5.276715e-7,0.0002170479,0.1403375,0.00001981706,0.8229245,0.02772922,0.000312885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006209463,0.0002409669,0.00007284163,0.002356761,0.0003218011,0.0007311803,0.00001175325,0.00002867623,0.9900265],"genre_scores_gemma":[0.9947362,0.00005698491,0.00006012136,0.0001614183,0.0009127706,0.0000923039,0.0002347599,0.00002509772,0.003720362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9885267,"threshold_uncertainty_score":0.7892673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1948998139375449,"score_gpt":0.4397969809526325,"score_spread":0.2448971670150876,"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."}}