{"id":"W7113047115","doi":"","title":"Are regulations achieving their objectives? Post Implementation Reviews – why they should be done, why they aren’t done and how to get them done","year":2024,"lang":"en","type":"other","venue":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Government (linguistics); Process (computing); European union; Public consultation; Unintended consequences; Regulatory reform; Best practice","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":[],"consensus_categories":[],"category_scores_codex":[0.1768178,0.0008469486,0.001698935,0.003027859,0.00454748,0.02322261,0.00317784,0.006262058,0.007636051],"category_scores_gemma":[0.3593351,0.001167309,0.001897073,0.002555825,0.008502869,0.01868796,0.004602465,0.01009669,0.004545781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01383169,"about_ca_system_score_gemma":0.0792497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102501,"about_ca_topic_score_gemma":0.01352678,"domain_scores_codex":[0.7406781,0.1519694,0.0197375,0.01006425,0.06895682,0.008593936],"domain_scores_gemma":[0.5010149,0.2183174,0.05546678,0.04290625,0.1731243,0.009170248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000354325,0.0004661772,0.01230606,0.01630709,0.0004108843,0.0008542137,0.02612215,0.002226444,0.00604657,0.166088,0.1922416,0.5765765],"study_design_scores_gemma":[0.0001178298,0.0005242825,0.01427979,0.013673,0.0002624233,0.0005433157,0.01851586,0.0008952943,0.01090783,0.04007116,0.8998394,0.0003698285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07289502,0.06653936,0.09815893,0.539442,0.01868208,0.006970147,0.00252469,0.002749118,0.1920387],"genre_scores_gemma":[0.6038634,0.05248873,0.1542646,0.115784,0.003975019,0.006636586,0.001861971,0.002375053,0.05875065],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1768178,"threshold_uncertainty_score":0.9351129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07289385212594111,"score_gpt":0.3004056818145268,"score_spread":0.2275118296885856,"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."}}