{"id":"W2778401861","doi":"10.1002/eet.1796","title":"Flood Governance: A multiple country comparison of stakeholder perceptions and aspirations","year":2017,"lang":"en","type":"article","venue":"Environmental Policy and Governance","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; Brock University","funders":"Myndigheten för Samhällsskydd och Beredskap; Riksbankens Jubileumsfond; Compagnia di San Paolo","keywords":"Flood myth; Corporate governance; Stakeholder; Government (linguistics); Civil society; Private sector; Business; Political science; Environmental resource management; Public administration; Environmental planning; Politics; Public relations; Geography; Economics; Finance; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003073071,0.0001508391,0.0002680355,0.00129217,0.001121574,0.001742724,0.0002219177,0.0003347825,0.002414378],"category_scores_gemma":[0.007025527,0.0002074376,0.0003208845,0.001622637,0.001046346,0.001754901,0.002444939,0.0006728627,0.0002173968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072246,"about_ca_system_score_gemma":0.0006108106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01343696,"about_ca_topic_score_gemma":0.01650536,"domain_scores_codex":[0.9983935,0.0008335252,0.0001027162,0.0001016119,0.0002296777,0.0003389641],"domain_scores_gemma":[0.9954048,0.001754924,0.00119451,0.0001967046,0.0008289847,0.0006200519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002990165,0.0001786333,0.8280607,0.00009695977,0.00008137779,0.0007374348,0.1542217,0.000231723,0.001085827,0.001229913,0.0007970945,0.01297954],"study_design_scores_gemma":[0.000007327384,0.0001692742,0.588811,0.00006801297,0.00001775941,0.0002314505,0.4083255,0.0003209057,0.000220899,0.0002163064,0.001588702,0.00002295272],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989864,0.00001704719,0.00006129588,0.00005123181,0.000001747539,0.000008584448,0.00004973359,5.322497e-7,0.0008233545],"genre_scores_gemma":[0.9997204,0.00003502227,0.00004524941,0.00001751866,8.733004e-7,0.00001413662,0.00004984132,9.02514e-7,0.0001160917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01343696,"threshold_uncertainty_score":0.02671754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624715031791736,"score_gpt":0.2727315117666764,"score_spread":0.2464843614487591,"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."}}