{"id":"W205537723","doi":"10.1007/978-1-4615-1535-7_10","title":"Investing Knowledge in Universities","year":2001,"lang":"en","type":"book-chapter","venue":"Economics of science, technology and innovation","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Knowledge management; Computer science","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":[0.0007214498,0.0001265548,0.0002020333,0.009015349,0.0001575739,0.00004245328,0.0007763545,0.0002119519,0.000005724703],"category_scores_gemma":[0.00002662197,0.0001476142,0.00001299869,0.00207064,0.002127285,0.0004874018,0.0006939147,0.0002724248,0.00001375879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623,"about_ca_system_score_gemma":0.0002715563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003695197,"about_ca_topic_score_gemma":0.00001740255,"domain_scores_codex":[0.9990476,0.000003539257,0.0003315001,0.000401379,0.00004587784,0.0001700509],"domain_scores_gemma":[0.9991795,0.00002359419,0.0003021727,0.0002980011,0.000181356,0.00001531899],"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":[6.897144e-7,0.000006111402,0.0002107005,0.00001297295,0.000003822389,0.000001074345,0.0001367303,0.000019653,0.00002389274,0.9623489,0.00004597283,0.0371895],"study_design_scores_gemma":[0.0003540608,0.0001639841,0.0002926448,0.000258096,0.000006483581,0.00001390414,0.0009255827,0.01235457,0.000591765,0.7786031,0.206016,0.0004198306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0511926,0.0001856734,0.002005152,0.0006493083,0.0002322662,0.00008522404,7.037518e-7,0.00008404303,0.945565],"genre_scores_gemma":[0.7094684,0.0004725968,0.009390258,0.0001006788,0.00004886846,0.000004492706,0.000005059137,0.0000161544,0.2804935],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6650715,"threshold_uncertainty_score":0.8044302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201857483776238,"score_gpt":0.2280605258869239,"score_spread":0.2078747775093001,"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."}}