{"id":"W3024184670","doi":"10.1002/rhc3.12192","title":"From Policy Challenge to Implementation Strategy: Enabling Strategies for Network Governance of Urban Resilience","year":2020,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Corporate governance; Transformative learning; Process (computing); Work (physics); Network governance; Public relations; Collaborative governance; Business; Process management; Sociology; Public administration; Psychological resilience; Macro; Knowledge management; Political science; Computer science; Engineering; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008675904,0.0002176032,0.0003454477,0.000223647,0.0003525995,0.0004058081,0.000991456,0.0001077693,0.00009607133],"category_scores_gemma":[0.0007529573,0.0002239734,0.0001188865,0.002216562,0.0002166479,0.001131173,0.0002063789,0.000159874,0.00001327072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494361,"about_ca_system_score_gemma":0.001791456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09152115,"about_ca_topic_score_gemma":0.02118455,"domain_scores_codex":[0.9969912,0.0002687437,0.0005785015,0.0005743094,0.0006565476,0.0009307078],"domain_scores_gemma":[0.9986735,0.0001589439,0.0003748209,0.0003146958,0.0001451312,0.0003329277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007215142,0.00007847349,0.005258434,0.00004658807,0.00004524283,0.000001788754,0.05665554,0.001578173,0.00004560603,0.8007283,0.04226287,0.09322689],"study_design_scores_gemma":[0.001721736,0.0006985585,0.03408482,0.0001010464,0.00006242565,1.060683e-7,0.317944,0.001088781,0.0001164098,0.1925673,0.4507245,0.0008903943],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.601875,0.001956208,0.0142874,0.257482,0.0006793957,0.003848752,0.001110635,0.0003895087,0.1183711],"genre_scores_gemma":[0.9934905,0.001264324,0.0008338421,0.001299528,0.002815705,0.0001051332,0.00001564409,0.00002206429,0.0001532257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.608161,"threshold_uncertainty_score":0.9966763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561556534284153,"score_gpt":0.3640257004694571,"score_spread":0.3284101351266155,"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."}}