{"id":"W3048773772","doi":"10.1108/dpm-03-2020-0069","title":"Good governance and local level policy implementation for disaster-risk-reduction: actual, perceptual and contested perspectives in coastal communities in Bangladesh","year":2020,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Disaster risk reduction; Accountability; Corporate governance; Good governance; Emergency management; Local government; Transparency (behavior); Environmental planning; Decentralization; Environmental resource management; Political science; Business; Public administration; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004461307,0.0001318056,0.0001353866,0.0001787586,0.0002476096,0.0004679778,0.0002152114,0.00003538108,0.0001052545],"category_scores_gemma":[0.00002321503,0.0001334179,0.00003946165,0.0001236253,0.000323675,0.001371369,0.0001686767,0.0001350252,8.788899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009192432,"about_ca_system_score_gemma":0.00003076639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008027759,"about_ca_topic_score_gemma":0.01246819,"domain_scores_codex":[0.998697,0.0002435647,0.0003051082,0.0002239428,0.0003173728,0.0002130461],"domain_scores_gemma":[0.9995508,0.00003712188,0.0001708189,0.0000549113,0.00006800763,0.0001183328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000415891,0.0003183073,0.05205202,0.00007010026,0.0001561879,0.00001270574,0.3927693,0.00003916553,0.0000262939,0.1568752,0.0003698571,0.396895],"study_design_scores_gemma":[0.002916819,0.000219406,0.1586559,0.0001019322,0.00002793069,0.000008835217,0.8286451,0.0008363369,0.000001738102,0.002215668,0.006193138,0.0001772661],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814353,0.0001343209,0.01022704,0.005014694,0.0001915298,0.0006007507,0.00005256441,0.00001783958,0.002325951],"genre_scores_gemma":[0.9955404,0.002682932,0.000467449,0.0002004217,0.0002452937,0.00003253602,0.00004554181,0.000009333709,0.0007761318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4358758,"threshold_uncertainty_score":0.6957545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05650784861158132,"score_gpt":0.3698250215170831,"score_spread":0.3133171729055018,"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."}}