{"id":"W4242147379","doi":"10.5912/jcb249","title":"Networks of dedicated biotechnology and service firms in Vancouver","year":2008,"lang":"en","type":"article","venue":"Journal of Commercial Biotechnology","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embeddedness; Competitor analysis; Service (business); Business; Key (lock); Industrial organization; Network structure; Economic geography; Marketing; Economics; Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004674494,0.0001490291,0.000236849,0.002663494,0.003587771,0.00255743,0.0007234432,0.0005454583,0.003487908],"category_scores_gemma":[0.00389545,0.0002629498,0.00009628174,0.005715511,0.001061687,0.0007042563,0.002452585,0.0002823825,0.0003797381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0176566,"about_ca_system_score_gemma":0.0125536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9425281,"about_ca_topic_score_gemma":0.9651242,"domain_scores_codex":[0.9990563,0.000138941,0.00003604874,0.0001474152,0.0002514237,0.0003698491],"domain_scores_gemma":[0.9970811,0.0004906054,0.0004515154,0.00008396639,0.0009155634,0.0009771039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004129734,0.0001292871,0.8459419,0.0002107213,0.00006065845,0.001996486,0.04301091,0.003080864,0.002808992,0.009280168,0.005372345,0.08769471],"study_design_scores_gemma":[0.00002747842,0.00006121106,0.8942978,0.0001056655,0.00002723162,0.0004728385,0.07396516,0.003172166,0.000624123,0.001185885,0.02601284,0.00004759563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989277,0.0003930977,0.0001576316,0.0003071497,0.000003795567,0.00003196403,0.0004123609,0.000007598525,0.009409452],"genre_scores_gemma":[0.9947163,0.0004240171,0.0001831707,0.000043915,0.000001390725,0.00001443699,0.0003942502,0.000003003473,0.004219576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05747193,"threshold_uncertainty_score":0.1281082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737890348448996,"score_gpt":0.2204875193176063,"score_spread":0.2031086158331164,"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."}}