{"id":"W2113837868","doi":"10.24908/fg.v11i1.5072","title":"Representation in the EU and beyond: one of a kind or not so unique after all?","year":2014,"lang":"en","type":"article","venue":"Federal Governance","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polity; Representation (politics); Operationalization; Political science; Democracy; Member states; Public administration; European union; Political economy; Law; Sociology; Politics; International trade; Economics; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006362636,0.00007270814,0.0001256949,0.00001140131,0.0001135107,0.00007648113,0.0002060917,0.00004501439,0.0000603004],"category_scores_gemma":[0.0005481726,0.0000527055,0.00002785262,0.0001711745,0.0002122765,0.000213824,0.00003816943,0.0001163089,0.00000857386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000276199,"about_ca_system_score_gemma":0.00005029549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008393728,"about_ca_topic_score_gemma":0.02463884,"domain_scores_codex":[0.9987319,0.0003856311,0.0001830179,0.0001721773,0.0003430494,0.0001842201],"domain_scores_gemma":[0.9993376,0.000237873,0.0001929987,0.0001674864,0.00002888293,0.00003522313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007136164,0.0001747533,0.01893023,0.00004696642,0.00001750415,0.00002404625,0.06130625,0.00001542563,0.0005882723,0.8979791,0.008432088,0.01177173],"study_design_scores_gemma":[0.0003830546,0.00005843558,0.6566436,0.00005071595,0.000003871763,0.000001442048,0.0003388501,0.00002598936,0.0004829241,0.001396826,0.3405133,0.0001010669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847012,0.0001384429,0.0001281051,0.02130774,0.0001027677,0.0002769663,0.00003153383,0.00001795434,0.09329531],"genre_scores_gemma":[0.9846019,0.0004825232,0.000233166,0.0102353,0.0001487996,0.00001225248,8.387361e-7,0.000006763533,0.004278461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8965823,"threshold_uncertainty_score":0.9982095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467775121583296,"score_gpt":0.3144993227201077,"score_spread":0.2798215715042747,"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."}}