{"id":"W2625371932","doi":"10.1111/capa.12215","title":"Awareness and use of systematic literature reviews and meta‐analyses by ministerial policy analysts","year":2017,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Meta-analysis; Policy analysis; Evidence-based policy; Political science; Public relations; Business; MEDLINE; Public administration; Medicine; Alternative medicine","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002595519,0.0001613196,0.0006686259,0.0004695504,0.0005419125,0.00341221,0.0003704138,0.000102539,0.0001720572],"category_scores_gemma":[0.005972454,0.0001081607,0.00009639017,0.0003302393,0.0001505897,0.001723828,0.00003655405,0.00006537741,0.000006843366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004976566,"about_ca_system_score_gemma":0.001456845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011949,"about_ca_topic_score_gemma":0.123442,"domain_scores_codex":[0.9976612,0.000413521,0.0008527063,0.0003360746,0.0005491179,0.0001873277],"domain_scores_gemma":[0.9971024,0.0002456183,0.000903133,0.0008516021,0.0004510463,0.0004461396],"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":[0.0003091822,0.0005790556,0.3252326,0.03840229,0.00907071,0.0001503962,0.008447687,0.000009223352,0.00934349,0.3302414,0.238153,0.04006102],"study_design_scores_gemma":[0.003359578,0.001289554,0.1555557,0.003320998,0.01180558,0.0004012897,0.002356658,0.01905648,0.003238914,0.006832148,0.7900018,0.002781324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676617,0.01682818,0.001369891,0.105196,0.0007708473,0.003336196,0.001660297,0.00003246807,0.003144454],"genre_scores_gemma":[0.9970695,0.0003190106,0.0002715046,0.0004029814,0.0000621801,0.0000507521,0.00007381651,0.000005574558,0.001744648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5518488,"threshold_uncertainty_score":0.9976224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5664630750604633,"score_gpt":0.5521975245560327,"score_spread":0.01426555050443068,"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."}}