{"id":"W3121556724","doi":"","title":"A Typology of University Research Park Strategies: What Parks Do and Why it Matters","year":2018,"lang":"en","type":"article","venue":"","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Winnipeg; Simon Fraser University","funders":"","keywords":"Typology; Construct (python library); Conceptual model; Conceptual framework; Sociology; Knowledge management; Management science; Epistemology; Computer science; Engineering; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00427511,0.0003734555,0.0003987956,0.003236532,0.001888582,0.006808238,0.001134387,0.00151537,0.004607669],"category_scores_gemma":[0.01188913,0.0002420001,0.0004885792,0.004701877,0.005197039,0.008661835,0.003076415,0.001037833,0.0006602951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002910329,"about_ca_system_score_gemma":0.002224984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003544787,"about_ca_topic_score_gemma":0.006125486,"domain_scores_codex":[0.9962274,0.001968336,0.0002263579,0.0005070136,0.000563143,0.0005077632],"domain_scores_gemma":[0.9902489,0.004284178,0.002077289,0.001108107,0.001161932,0.001119698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000117477,0.000178838,0.1659768,0.0004594716,0.00008183623,0.0004227227,0.01716371,0.003198799,0.000776859,0.7006865,0.006516424,0.1044204],"study_design_scores_gemma":[0.00006439893,0.0001963114,0.1122353,0.001240582,0.00008517131,0.001518094,0.140114,0.01100234,0.0009808858,0.6275446,0.104862,0.0001562372],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6763699,0.005015046,0.06809271,0.01892766,0.0001699508,0.000391375,0.0007368,0.0001540308,0.2301425],"genre_scores_gemma":[0.988509,0.0009037663,0.007918251,0.000411637,0.00002329007,0.000168766,0.0001198018,0.00002817153,0.001917238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006808238,"threshold_uncertainty_score":0.02260923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009979065057648,"score_gpt":0.3088809738594279,"score_spread":0.2078830673536631,"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."}}