{"id":"W2032895801","doi":"10.1080/1523908x.2013.829750","title":"Assessment practices in the policy and politics cycles: a contribution to reflexive governance for sustainable development?","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Policy & Planning","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Canada Research Chairs","keywords":"Politics; Corporate governance; Audit; Relevance (law); Reflexivity; Evidence-based policy; State (computer science); Political science; Government (linguistics); Public administration; Public relations; Economics; Sociology; Accounting; Law; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.2827663,0.001526961,0.001828509,0.009019854,0.007871662,0.03517156,0.004765691,0.01195828,0.003118631],"category_scores_gemma":[0.295375,0.001861723,0.001272476,0.007512753,0.09149303,0.03869663,0.02198195,0.01402542,0.0009980154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01404614,"about_ca_system_score_gemma":0.05313314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006349255,"about_ca_topic_score_gemma":0.004905166,"domain_scores_codex":[0.6711181,0.2635295,0.01332655,0.01628143,0.03146014,0.004284191],"domain_scores_gemma":[0.5365686,0.3300967,0.03080033,0.06128259,0.03567183,0.00557996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003204798,0.0001087831,0.003155756,0.0007101118,0.00009200302,0.0000995066,0.03230714,0.002517031,0.000417985,0.8107486,0.006295032,0.1435159],"study_design_scores_gemma":[0.00002813789,0.00004691032,0.001195178,0.001479001,0.00002293162,0.00006891814,0.008054013,0.001666179,0.0004767316,0.8984423,0.08842392,0.00009581065],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01605631,0.01989877,0.4383177,0.3816313,0.002864918,0.001004838,0.0001515029,0.0006939076,0.1393807],"genre_scores_gemma":[0.6987083,0.01120271,0.2540337,0.02109352,0.002464027,0.002466983,0.0001389065,0.0004595656,0.009432264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2827663,"threshold_uncertainty_score":0.8844768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104233065189831,"score_gpt":0.5033562854669734,"score_spread":0.3929329789479903,"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."}}