{"id":"W4409017610","doi":"10.1007/s00267-025-02139-9","title":"Donor Climate Coloniality, Ecological Debt and Vulnerabilities in Coastal Bangladesh: Redesigning Institutions for Recognition Justice","year":2025,"lang":"en","type":"article","venue":"Environmental Management","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Debt; Nature Conservation; Economic Justice; Climate change; Environmental resource management; Environmental justice; Forest management; Ecology; Business; Geography; Political science; Economics; Biology; Finance; Law","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":[0.0007386936,0.00009972253,0.0001121574,0.00009078529,0.0007034153,0.00008246569,0.00007775681,0.00006986286,0.0001044022],"category_scores_gemma":[0.00007335345,0.0001125851,0.00003081898,0.0001247649,0.0002794023,0.0002323988,0.0001050193,0.00006974977,0.00001227799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709269,"about_ca_system_score_gemma":0.00001735814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002900044,"about_ca_topic_score_gemma":0.01325622,"domain_scores_codex":[0.9989365,0.0001529795,0.0002343131,0.0002723234,0.000143792,0.000260029],"domain_scores_gemma":[0.9996005,0.0002173997,0.00005908716,0.00007657377,0.000006497829,0.00003990942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008714955,0.003252266,0.139596,0.001752764,0.0002348751,0.00004859956,0.06511406,0.001886572,0.002492744,0.603462,0.003865135,0.1774235],"study_design_scores_gemma":[0.004699671,0.0004456096,0.5928589,0.0003465199,0.0005876868,0.000001780078,0.2702624,0.002456924,0.0004426135,0.03575111,0.09127114,0.0008756458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758442,0.0000804063,0.00250152,0.002222758,0.0003445051,0.001717223,0.0001354431,0.00005983677,0.01709413],"genre_scores_gemma":[0.9943531,0.0009347844,0.003030661,0.0003339075,0.00005206516,0.0004852382,0.0002021755,0.00000568965,0.0006023532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5677109,"threshold_uncertainty_score":0.739728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103147442815951,"score_gpt":0.3260599166059447,"score_spread":0.2229124737899938,"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."}}