{"id":"W3121895120","doi":"","title":"The evolution and performance of biotechnology regional systems of innovation","year":2005,"lang":"en","type":"article","venue":"","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Venture capital; Business; Intellectual property; Urban agglomeration; Technology transfer; Industrial organization; Process (computing); Regional innovation system; Biotechnology; Economic geography; International trade; Regional science; Economics; Finance; Political science; Geography; Biology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002738575,0.000154726,0.0001961965,0.003316715,0.0007917133,0.004166396,0.0006544979,0.000540355,0.001969854],"category_scores_gemma":[0.01193799,0.0001801003,0.0002298492,0.003486057,0.001890945,0.001420398,0.001565765,0.0003340855,0.0005326647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006816094,"about_ca_system_score_gemma":0.002549496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07037708,"about_ca_topic_score_gemma":0.06901992,"domain_scores_codex":[0.9979862,0.0004001122,0.00008011551,0.0003480247,0.0005310953,0.0006544699],"domain_scores_gemma":[0.9896793,0.002520986,0.002995468,0.000885858,0.003087477,0.0008308378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004304337,0.0001415035,0.820517,0.0001515675,0.000188366,0.0003621398,0.0114121,0.01737784,0.01895662,0.0330024,0.001293796,0.09616629],"study_design_scores_gemma":[0.00001328387,0.0001707002,0.9801032,0.00001613172,0.00003613253,0.0001795318,0.003654663,0.007903888,0.002588351,0.00192081,0.003374935,0.00003841778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908276,0.0002225494,0.0004285132,0.00009123814,0.000001956409,0.00001334602,0.0001212082,0.00002132044,0.008272253],"genre_scores_gemma":[0.9991632,0.00005097816,0.0002272299,0.000004028167,0.000001350187,0.000001871054,0.00005219658,0.000003379038,0.0004958195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07037708,"threshold_uncertainty_score":0.1399349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153183577219754,"score_gpt":0.2073205096279155,"score_spread":0.1920021519059401,"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."}}