{"id":"W2098287886","doi":"10.3390/su5052036","title":"A Framework of Adaptive Risk Governance for Urban Planning","year":2013,"lang":"en","type":"article","venue":"Sustainability","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Health and Safety Executive","keywords":"Risk governance; Corporate governance; Risk management; IT risk; Sustainability; IT risk management; Risk assessment; Project governance; Risk analysis (engineering); Business; Urban planning; Management science; Political science; Sociology; Environmental planning; Economics; Engineering; Management; Finance; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.003484878,0.0007237839,0.0004826967,0.001597483,0.002294936,0.005890273,0.002363309,0.002165059,0.006301488],"category_scores_gemma":[0.003772726,0.0003404678,0.0009121374,0.002130684,0.01141421,0.004328155,0.004006164,0.002392801,0.0004960404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007144202,"about_ca_system_score_gemma":0.004485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00884922,"about_ca_topic_score_gemma":0.007886375,"domain_scores_codex":[0.9970828,0.001750157,0.0001157969,0.0003775402,0.0004269399,0.000246793],"domain_scores_gemma":[0.9984248,0.0007784843,0.0001973021,0.0001864549,0.0002314876,0.0001814193],"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":[0.000001319873,0.000003801054,0.0000884789,0.000009086613,0.00000247632,0.00002599418,0.0002764994,0.00769197,0.00002248261,0.98981,0.000303835,0.001764136],"study_design_scores_gemma":[0.000004505185,0.000005888317,0.000108146,0.00002978989,0.000002982099,0.00002222431,0.0003857488,0.01326328,0.00002860609,0.9742703,0.01187299,0.000005503301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01141801,0.001393536,0.8182127,0.01254469,0.0001198899,0.0001950539,0.0001918075,0.0001497033,0.1557747],"genre_scores_gemma":[0.7454864,0.0012525,0.2429328,0.0004927549,0.0001368778,0.0005240316,0.0001530838,0.00005799489,0.008963487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00884922,"threshold_uncertainty_score":0.051835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909731856777495,"score_gpt":0.33989503878061,"score_spread":0.320797720212835,"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."}}