{"id":"W3045181370","doi":"10.1016/j.heliyon.2020.e04519","title":"Evidence-based policy making: determining what is evidence","year":2020,"lang":"en","type":"article","venue":"Heliyon","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Saskatchewan","funders":"","keywords":"Management science; Data science; Computer science; Engineering ethics; Economics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.52864,0.005153403,0.02408662,0.03999472,0.009895044,0.06461175,0.01505317,0.03144132,0.005562912],"category_scores_gemma":[0.7179722,0.004983887,0.006684842,0.02262247,0.0377947,0.06475573,0.01728818,0.02523306,0.002708781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03214066,"about_ca_system_score_gemma":0.08016141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006769334,"about_ca_topic_score_gemma":0.005233377,"domain_scores_codex":[0.3729259,0.4196925,0.09107433,0.01551118,0.09396443,0.00683173],"domain_scores_gemma":[0.1106124,0.8048462,0.02276939,0.01977198,0.03772976,0.004270268],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001071822,0.001337939,0.01255187,0.1517826,0.007477725,0.001585271,0.01521076,0.004998506,0.001763647,0.320866,0.02918057,0.4521732],"study_design_scores_gemma":[0.000424408,0.0005379016,0.003244574,0.1738244,0.002214643,0.0004436962,0.01228806,0.003848694,0.002023128,0.7164899,0.08414299,0.0005175868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0179073,0.3971841,0.1125868,0.4221947,0.0107441,0.006012677,0.001588598,0.0004072631,0.03137458],"genre_scores_gemma":[0.327978,0.1633854,0.4227437,0.06410997,0.007823479,0.01084387,0.001222076,0.000383513,0.001509963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.47136,"threshold_uncertainty_score":0.5812709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5804620414742484,"score_gpt":0.552244302045557,"score_spread":0.02821773942869144,"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."}}