{"id":"W2754383811","doi":"10.1111/capa.12225","title":"Use of systematic literature reviews in Canadian government departments: Where do we need to go?","year":2017,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Systematic review; Process (computing); Public relations; Point (geometry); Political science; Business; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6175402,0.002604976,0.00909434,0.03607247,0.0157657,0.04717723,0.01648515,0.01126262,0.004592004],"category_scores_gemma":[0.7647805,0.004027748,0.005172742,0.0640078,0.02840922,0.02553991,0.01700638,0.01248326,0.000733359],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3366469,"about_ca_system_score_gemma":0.6735748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9191535,"about_ca_topic_score_gemma":0.9525644,"domain_scores_codex":[0.3379391,0.4007784,0.08534928,0.01540392,0.1393784,0.02115081],"domain_scores_gemma":[0.07931654,0.534584,0.05251391,0.02703467,0.279774,0.02677687],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001123763,0.0002414461,0.03380904,0.2014334,0.004211978,0.0008591725,0.07747925,0.00303934,0.001505641,0.04946097,0.1319983,0.4948376],"study_design_scores_gemma":[0.000529234,0.0003678944,0.05385928,0.4203682,0.004016191,0.0006699131,0.07860061,0.004670617,0.001292554,0.02579189,0.4083233,0.001510433],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009527422,0.2704329,0.006095662,0.7005559,0.002841674,0.001901052,0.001123394,0.000258762,0.007263358],"genre_scores_gemma":[0.3317178,0.4120077,0.1149485,0.1270576,0.002642016,0.006242807,0.002061044,0.0005151205,0.00280743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6633531,"threshold_uncertainty_score":0.7693956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2293683870472029,"score_gpt":0.440118211327871,"score_spread":0.2107498242806681,"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."}}