{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005130771,0.0001817405,0.0003418721,0.001021725,0.002181399,0.005966018,0.0005487318,0.0006633154,0.008290301],"category_scores_gemma":[0.02077958,0.0001430809,0.0004730722,0.001100322,0.002639577,0.001799474,0.004937076,0.0009038816,0.0007721102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002801692,"about_ca_system_score_gemma":0.002937317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004647721,"about_ca_topic_score_gemma":0.006312956,"domain_scores_codex":[0.9958645,0.001917719,0.0002093624,0.0003834488,0.0004782834,0.001146629],"domain_scores_gemma":[0.9684663,0.01237754,0.008106923,0.002375475,0.002868549,0.005805189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001140587,0.0007551898,0.8440189,0.0001642065,0.0002152418,0.001356367,0.01158543,0.006380777,0.005021467,0.06037432,0.001274396,0.06771321],"study_design_scores_gemma":[0.00008841726,0.0007748719,0.927239,0.000119506,0.0001567943,0.0004122392,0.03584339,0.005157681,0.002615411,0.01697122,0.01055759,0.00006393693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746249,0.0001489845,0.0006985468,0.0004943814,0.00000972383,0.00003098868,0.00003835952,0.00001190916,0.02394209],"genre_scores_gemma":[0.9991968,0.00004571254,0.0001638074,0.00001715866,0.000004147072,0.000006831063,0.00001335833,0.000002245353,0.0005499016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008290301,"threshold_uncertainty_score":0.0277338,"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."}}