{"id":"W2044327088","doi":"10.1080/08109028.2014.934126","title":"Mapping out the Triple Helix: how institutional coordination for competitiveness is achieved in the global wine industry","year":2013,"lang":"en","type":"article","venue":"Prometheus","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"China; Triple helix; Productivity; Government (linguistics); Latin Americans; Globalization; Investment (military); Business; Political science; Economic growth; Economics; Politics; Market economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007545827,0.0001508028,0.0001386381,0.000136687,0.0003774967,0.000397875,0.0004871229,0.0002090236,0.0002013603],"category_scores_gemma":[0.0002124579,0.0001047049,0.00005406055,0.001032255,0.00009807936,0.001340237,0.0001494681,0.0004153865,0.00005073103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187015,"about_ca_system_score_gemma":0.00004680232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001983269,"about_ca_topic_score_gemma":0.00002440752,"domain_scores_codex":[0.9989126,0.0000347042,0.0001850694,0.0002245132,0.0004058952,0.000237209],"domain_scores_gemma":[0.9992035,0.00007876538,0.0002179117,0.000198194,0.0002936236,0.00000799583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001540002,0.0007838522,0.4028018,0.0003729145,0.0002270732,0.000008681402,0.001571539,0.0006989182,0.00184452,0.5433284,0.025861,0.02234725],"study_design_scores_gemma":[0.004005979,0.00003334362,0.3575522,0.0001659991,0.00006313636,0.000005472634,0.00863279,0.02820747,0.0002091345,0.03785896,0.5626779,0.0005876729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8213366,0.00001547921,0.02593904,0.1371624,0.0004420533,0.00201668,0.00004738196,0.00006514141,0.01297527],"genre_scores_gemma":[0.9927763,5.230884e-7,0.0002982379,0.004618738,0.0005549411,0.0001328504,0.00005563524,0.000008847414,0.001553901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5368168,"threshold_uncertainty_score":0.4269741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04439647254546624,"score_gpt":0.2481392179147685,"score_spread":0.2037427453693022,"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."}}