{"id":"W632778316","doi":"10.4324/9781315601120","title":"Policy Expertise in Contemporary Democracies","year":2016,"lang":"en","type":"book","venue":"","topic":"Leadership, Human Resources, Global Affairs","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005251796,0.0003419035,0.0004910963,0.000452522,0.0002590475,0.0001348969,0.0008655659,0.0006963311,0.001640342],"category_scores_gemma":[0.0003966854,0.0002719123,0.0001950361,0.0001793754,0.001233204,0.0002910935,0.0001363328,0.0003239016,0.001518334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00179752,"about_ca_system_score_gemma":0.003789681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005056021,"about_ca_topic_score_gemma":0.01155619,"domain_scores_codex":[0.9972866,0.0002787828,0.000448747,0.0005029326,0.0007884071,0.0006944978],"domain_scores_gemma":[0.9988334,0.0002250185,0.0002108483,0.0003729044,0.00007741346,0.0002803867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001886792,0.00002867171,0.0002336198,0.00003003244,0.00002768088,0.0000741664,0.02689403,1.081931e-7,0.000002216688,0.3527811,0.6120991,0.007810404],"study_design_scores_gemma":[0.0003437736,0.0000217941,0.0000451074,0.0002871977,0.000004225089,9.719632e-7,0.007668346,3.924235e-7,0.000003508895,0.05978988,0.9313996,0.0004351297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006152672,0.001615634,0.000009284672,0.01335907,0.0002227905,0.0004871271,0.00002321817,0.0002649635,0.9839564],"genre_scores_gemma":[0.05125836,0.0001531421,0.00002731257,0.001290343,0.001902857,0.00002762567,0.00001057892,0.0000447007,0.9452851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3193006,"threshold_uncertainty_score":0.9999733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08246206389560688,"score_gpt":0.334855387501126,"score_spread":0.2523933236055191,"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."}}