{"id":"W4220830984","doi":"10.5539/jsd.v15n3p23","title":"The Economic Impact of Monsoon Flood and Its Spillover on the Households of Bangladesh","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Spillover effect; Household income; Curse; Economics; Geography; Blessing; Business; Socioeconomics; Agricultural economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007105538,0.00008870764,0.0001549089,0.00001281082,0.0004765065,0.0000256873,0.0003261619,0.00002268679,0.0001030171],"category_scores_gemma":[0.00004681206,0.00002005286,0.0001008538,0.0001386711,0.00004611981,0.000083092,0.000160156,0.0001545134,8.058513e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068463,"about_ca_system_score_gemma":0.0001505907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007397669,"about_ca_topic_score_gemma":0.00001202448,"domain_scores_codex":[0.9990385,0.0000777266,0.0003401276,0.00007836342,0.0002631604,0.0002021514],"domain_scores_gemma":[0.9991529,0.0002395842,0.0004018079,0.00003088529,0.0001228691,0.00005194409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005345863,0.001855855,0.2626496,0.000318445,0.002351735,0.0006503843,0.02939455,0.07485295,0.3417953,0.03233464,0.06730431,0.1811464],"study_design_scores_gemma":[0.0002167668,0.001231797,0.9420447,0.00002367026,0.00001470977,0.00006762032,0.02659683,0.00004132234,0.01082091,0.0002852436,0.01853311,0.0001232663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998156,0.00070147,9.23767e-8,0.0007623,0.00005210955,0.0001458613,0.000004860431,0.000002023399,0.0001752948],"genre_scores_gemma":[0.9987566,0.0003086755,0.000007396257,0.00002392872,0.00004005636,0.000004673945,7.080495e-7,6.276268e-7,0.0008573314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6793952,"threshold_uncertainty_score":0.3664951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040335663328016,"score_gpt":0.2059194687461883,"score_spread":0.1955161121129081,"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."}}