{"id":"W7018135710","doi":"","title":"De analytische capaciteit van beleidswerkers in de Belgische overheidsadministraties.","year":2020,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public policy; Operationalization; Work (physics); Policy analysis; Government (linguistics); Policy studies; Civil servants","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":[],"consensus_categories":[],"category_scores_codex":[0.0008945558,0.0001683064,0.000252362,0.00008330252,0.0003084283,0.0001383647,0.0003850478,0.0002074561,0.0007445459],"category_scores_gemma":[0.0006563512,0.0001862144,0.0001267205,0.0006553133,0.0002440915,0.0002963095,0.0000267831,0.0005723639,0.0001038017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080191,"about_ca_system_score_gemma":0.0007949548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009945324,"about_ca_topic_score_gemma":0.005847699,"domain_scores_codex":[0.9978657,0.0004354808,0.0002778856,0.0003041999,0.0003453974,0.0007713758],"domain_scores_gemma":[0.9991181,0.0001944418,0.00005060697,0.0001495665,0.00002550068,0.000461717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002655209,0.000225852,0.2911292,0.0001211504,0.0002111028,0.0003046987,0.5246608,0.002127958,0.003790804,0.1408342,0.01329439,0.02303426],"study_design_scores_gemma":[0.001722813,0.0003266232,0.04530041,0.00009825664,0.00009185379,0.000006844879,0.02927266,0.001972267,0.001157602,0.004196837,0.9150125,0.0008412774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7500756,0.0002591509,0.001175935,0.02757787,0.0001346322,0.0002360249,0.00002176263,0.0001958301,0.2203232],"genre_scores_gemma":[0.9928226,0.00005733197,0.0005728008,0.004149258,0.0005543605,0.00001446423,0.000005767017,0.0000227833,0.001800613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9017181,"threshold_uncertainty_score":0.9966475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05385246728715654,"score_gpt":0.3372360227239076,"score_spread":0.2833835554367511,"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."}}