{"id":"W1921506045","doi":"10.1111/j.1541-1338.2012.00571.x","title":"The Role of Experts in the European Union's Research Policy","year":2012,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"European Commission","keywords":"European union; Internationalization; Political science; Field (mathematics); Process (computing); Policy analysis; Science policy; Public administration; Business; International trade; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1271459,0.0003844854,0.001010607,0.004758202,0.006444633,0.01352888,0.001866688,0.01056937,0.003349933],"category_scores_gemma":[0.112379,0.0004823596,0.0004613727,0.00432513,0.01579869,0.008629436,0.009365574,0.004161701,0.0002953117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048634,"about_ca_system_score_gemma":0.01764132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005726472,"about_ca_topic_score_gemma":0.004187484,"domain_scores_codex":[0.8680127,0.1055744,0.00328858,0.005324453,0.009856078,0.007943787],"domain_scores_gemma":[0.779725,0.192546,0.008230506,0.004519299,0.00840675,0.006572519],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001928267,0.0001466724,0.007981929,0.000616345,0.00007159037,0.000496532,0.014915,0.003855273,0.0005509984,0.8850996,0.007479895,0.07859334],"study_design_scores_gemma":[0.0001761433,0.0002421677,0.02010209,0.004450045,0.0001134253,0.0004149225,0.03121699,0.003827143,0.001336221,0.6352575,0.3027077,0.0001555433],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3184906,0.04981958,0.02475996,0.2153837,0.001196192,0.0003028979,0.0001144024,0.00007332058,0.3898594],"genre_scores_gemma":[0.982263,0.005067361,0.002416388,0.005615976,0.0002807803,0.00009908678,0.00001817406,0.0000119275,0.004227209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8728541,"threshold_uncertainty_score":0.67242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2424825139313559,"score_gpt":0.5732017780320003,"score_spread":0.3307192641006445,"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."}}