{"id":"W246146056","doi":"10.1007/978-94-017-9570-8_4","title":"Linking University Research and Innovation in the BRICS","year":2015,"lang":"en","type":"book-chapter","venue":"Higher education dynamics","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"European union; Political science; Regional science; Economic geography; Business; International trade; Sociology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002918176,0.0005435204,0.0004750876,0.003210639,0.00287515,0.01426875,0.0008716339,0.002849676,0.02029319],"category_scores_gemma":[0.003492643,0.0004165195,0.0004234456,0.006320821,0.01018355,0.009043796,0.005342878,0.005167008,0.002692959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02070014,"about_ca_system_score_gemma":0.01515678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04057114,"about_ca_topic_score_gemma":0.04893841,"domain_scores_codex":[0.9977914,0.001100643,0.00004436717,0.0001679432,0.0003579589,0.0005376952],"domain_scores_gemma":[0.9979595,0.001192406,0.0001610982,0.0001802536,0.0001993781,0.0003074124],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004783074,0.00001121558,0.0001078036,0.00001770692,0.000001498207,0.00001886129,0.001072281,0.0002621226,0.00003295015,0.9839878,0.005485267,0.008997669],"study_design_scores_gemma":[0.00001038045,0.00001831612,0.001046031,0.0004602805,0.000007673605,0.00005347742,0.004073016,0.001080195,0.0002811388,0.4206067,0.57234,0.00002287736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01873406,0.02495753,0.00406276,0.03356126,0.0005911907,0.00002865792,0.00005503741,0.0001008575,0.9179086],"genre_scores_gemma":[0.5424247,0.03695554,0.002417912,0.004135754,0.0009428516,0.00009389416,0.00007623356,0.000161272,0.4127918],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9970818,"threshold_uncertainty_score":0.1501908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020499641692378,"score_gpt":0.2962531336747221,"score_spread":0.1942031695054843,"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."}}