{"id":"W4306882821","doi":"10.1111/ropr.12513","title":"Narratives, evidence and public policy in crisis situations","year":2022,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Political science; Politics; Public policy; Public relations; Public administration; Sociology; Law","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":[0.008903759,0.00007468236,0.0002523678,0.0010207,0.001004696,0.00004845572,0.0004999207,0.00003094623,0.0005454386],"category_scores_gemma":[0.007839574,0.0000756045,0.00006375511,0.004933378,0.0004531811,0.0003605787,0.0002206653,0.0005787454,0.0000141362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000469086,"about_ca_system_score_gemma":0.003321676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09425734,"about_ca_topic_score_gemma":0.003396692,"domain_scores_codex":[0.9933012,0.004403431,0.0003159161,0.0002305214,0.001119904,0.0006290795],"domain_scores_gemma":[0.998397,0.0009269629,0.0000477848,0.000235933,0.0001786727,0.0002136786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008611258,0.000158822,0.00501974,0.002089448,0.00001799959,0.000004882652,0.07332112,0.000003206419,0.0001837535,0.8453704,0.01048152,0.0633405],"study_design_scores_gemma":[0.0002380509,0.0001817412,0.007468849,0.002249012,0.000006034606,0.000005220185,0.0391867,0.000009243963,0.000009516203,0.02725614,0.9231841,0.0002053701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03020969,0.2092249,0.00002188414,0.686604,0.00002884764,0.001205184,0.00003345709,0.00003582284,0.07263617],"genre_scores_gemma":[0.7598982,0.2380405,0.00004480486,0.001203282,0.0002190286,0.0001530708,0.000002165889,0.000007947014,0.0004310056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9127026,"threshold_uncertainty_score":0.9385269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3056817878035042,"score_gpt":0.5662488911252306,"score_spread":0.2605671033217264,"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."}}