{"id":"W2561568493","doi":"10.1002/tie.21884","title":"Why Do European Companies Have Innovation Hubs in Silicon Valley—Best Practice Examples and Key Takeaways","year":2016,"lang":"en","type":"article","venue":"Thunderbird International Business Review","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Silicon valley; Key (lock); Business; Accounting; Process management; Regional science; Industrial organization; Marketing; Computer science; Geography; Finance; Entrepreneurship","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":[0.001261628,0.0002733075,0.0003241676,0.0006717755,0.0001120901,0.0003978118,0.0003942573,0.00003953968,0.0004882411],"category_scores_gemma":[0.001370256,0.0002087884,0.00003938773,0.001306461,0.0000970014,0.002066736,0.0003895311,0.0001161152,0.0006998808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009801907,"about_ca_system_score_gemma":0.00002081899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001690717,"about_ca_topic_score_gemma":0.0001498713,"domain_scores_codex":[0.9980288,0.00006327021,0.0008048126,0.000435633,0.0004298132,0.0002376491],"domain_scores_gemma":[0.9972585,0.0001240707,0.0005778902,0.0002737539,0.001755241,0.00001052056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000460083,0.0002890804,0.003170309,0.001803624,0.00006792611,0.00002980107,0.00004330741,0.000003630151,0.000309302,0.8965558,0.01392265,0.08375857],"study_design_scores_gemma":[0.001095569,0.00001049276,0.02415377,0.00631559,0.00006721065,0.00001664197,0.0002774329,0.0001265621,0.000006223639,0.005087411,0.962426,0.0004170841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004769444,0.004917296,0.002582845,0.04739195,0.0008298774,0.000745623,0.000004537411,0.0001702923,0.9385881],"genre_scores_gemma":[0.947834,0.01233761,0.0004028618,0.03701757,0.001093677,0.00006525877,0.0001128438,0.00007361223,0.001062523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9485034,"threshold_uncertainty_score":0.8995785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05463327801759731,"score_gpt":0.2893889654441262,"score_spread":0.2347556874265289,"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."}}