{"id":"W2950656001","doi":"10.1504/ijesb.2019.100108","title":"Impact of regional systems of innovation on the formation of university spin-offs by biomedical star scientists","year":2019,"lang":"en","type":"article","venue":"International Journal of Entrepreneurship and Small Business","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of the Fraser Valley","funders":"","keywords":"Spin offs; Formative assessment; Entrepreneurship; Productivity; Engineering ethics; Star (game theory); Political science; Business; Sociology; Engineering; Industrial organization; Economic growth; Economics; Physics; Pedagogy; Law","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":[0.0006032415,0.0001045109,0.0002298944,0.0004738352,0.00003513184,0.00004947881,0.0003817525,0.00004239562,0.00004946089],"category_scores_gemma":[0.0003112067,0.00006964492,0.00008421714,0.0006532881,0.0001571973,0.0005665767,0.00009452297,0.00008496024,0.000002228495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003545345,"about_ca_system_score_gemma":0.00005286784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004273483,"about_ca_topic_score_gemma":0.000008116984,"domain_scores_codex":[0.9986014,0.00003203867,0.000576242,0.0001127563,0.000579022,0.0000985905],"domain_scores_gemma":[0.995883,0.0001641475,0.001473511,0.0001089814,0.002359872,0.00001052614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001175482,0.0004580717,0.9387823,0.0003054885,0.0003168583,0.000009458651,0.0002000573,0.001394346,0.02086896,0.0319847,0.002635742,0.001868501],"study_design_scores_gemma":[0.001977384,0.0002185808,0.9876941,0.001174231,0.00009113631,0.00003095736,0.0007169495,0.001143616,0.001247053,0.0005724671,0.004939775,0.0001937402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979047,0.0001173452,0.0001442139,0.0008314556,0.0006164027,0.0001028236,0.00002198042,0.000003400167,0.0002577194],"genre_scores_gemma":[0.9996115,0.000106305,0.00001269153,0.00007480532,0.0001317212,2.552406e-7,0.00002151486,0.00000466764,0.00003656259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04891177,"threshold_uncertainty_score":0.2840038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569117021241266,"score_gpt":0.2486652535221077,"score_spread":0.2229740833096951,"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."}}