{"id":"W2746050179","doi":"10.1111/ropr.12258","title":"Nondemarcated Spaces of Knowledge‐Informed Policy Making: How Useful Is the Concept of Boundary Organization in IR?","year":2017,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coproduction; Boundary-work; Science policy; USable; Boundary object; Sociology; Knowledge production; Work (physics); Epistemology; Sociology of scientific knowledge; Politics; International relations; Value (mathematics); Knowledge management; Political science; Public relations; Social science; Computer science; Negotiation; Public administration; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.03272763,0.0005272115,0.00117552,0.00492223,0.005222001,0.02434351,0.003647025,0.006507009,0.005552002],"category_scores_gemma":[0.03722681,0.0007356296,0.0009471673,0.00516807,0.08566449,0.03656147,0.01140266,0.00659528,0.0007367079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007905938,"about_ca_system_score_gemma":0.007350825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055105,"about_ca_topic_score_gemma":0.001375513,"domain_scores_codex":[0.9520813,0.0409096,0.001170019,0.001720546,0.002900335,0.001218276],"domain_scores_gemma":[0.9476308,0.03961508,0.00377553,0.005358961,0.002372373,0.001247152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003639307,0.00000433623,0.00005346596,0.00004890243,0.000003015578,0.00001296708,0.001223387,0.0001829276,0.00001419807,0.9956708,0.0002680101,0.002514366],"study_design_scores_gemma":[0.000006525113,0.000005353676,0.00009950004,0.0002242409,0.000004088775,0.00002295288,0.002854947,0.0005063894,0.00005125161,0.9835089,0.01270963,0.000006092885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04256445,0.04399949,0.3179266,0.1653537,0.001674951,0.0001550861,0.00009292208,0.0001590795,0.4280737],"genre_scores_gemma":[0.9602528,0.008577065,0.02402036,0.00270106,0.0006652601,0.0003295859,0.00004187782,0.00007472537,0.003337121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.994778,"threshold_uncertainty_score":0.1730823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09198736192291157,"score_gpt":0.4433848888708083,"score_spread":0.3513975269478967,"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."}}