{"id":"W2127111868","doi":"10.1177/0010414008328635","title":"The Role of Interfirm Networks in Technological Innovation and Education","year":2008,"lang":"en","type":"article","venue":"Comparative Political Studies","topic":"Economic Policies and Impacts","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Inefficiency; Investment (military); Human capital; Economics; Business; Industrial organization; Technological change; Labour economics; Market economy; Economic system; Macroeconomics","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":[0.0001696719,0.00007024706,0.000271068,0.00009186451,0.0001069302,0.000009464527,0.0000757093,0.00003756808,0.000003791365],"category_scores_gemma":[0.0002709035,0.0000543352,0.00001722592,0.0001922116,0.0006608905,0.00006473059,0.00007971915,0.00009632703,0.000009920444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008174873,"about_ca_system_score_gemma":0.00001259783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00011158,"about_ca_topic_score_gemma":0.00002502978,"domain_scores_codex":[0.999252,0.00001181457,0.0003985298,0.0001176197,0.00001013946,0.0002098561],"domain_scores_gemma":[0.9995387,0.0001924678,0.0001143347,0.00008819957,0.00004147603,0.00002481287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005006166,0.00003503937,0.08078542,0.000002059395,0.00001767107,5.511201e-8,0.0004030926,0.000005528368,0.000002817788,0.9177395,0.0002625137,0.0007412958],"study_design_scores_gemma":[0.0001685667,0.00008223933,0.2987781,0.00001584856,0.000001451866,0.000004335919,0.004515383,0.001689742,0.000232658,0.6776766,0.01673037,0.0001046666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445223,0.01953377,0.00008043773,0.001147243,0.00007266876,0.0001000876,0.00000558831,0.000007802997,0.03453016],"genre_scores_gemma":[0.9989089,0.000720028,0.00004147246,0.000167147,0.00003591603,0.00002240091,9.918004e-7,0.000002500493,0.0001006246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2400628,"threshold_uncertainty_score":0.2435078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1327932704544822,"score_gpt":0.3227335248797033,"score_spread":0.1899402544252211,"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."}}