{"id":"W3109616491","doi":"10.1080/13549839.2020.1849077","title":"Ecosystem changes and community wellbeing: social-ecological innovations in enhancing resilience of wetlands communities in Bangladesh","year":2020,"lang":"en","type":"article","venue":"Local Environment","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Ecosystem services; Psychological resilience; Livelihood; Sustainability; Environmental resource management; Wetland; Ecosystem; Community resilience; Adaptability; Local community; Business; Environmental planning; Ecology; Resource (disambiguation); Geography; Psychology; Economics; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001938197,0.0002663511,0.000186725,0.0007451323,0.002670036,0.00162079,0.0004529063,0.0007091428,0.002707935],"category_scores_gemma":[0.00269918,0.0001320735,0.0002089263,0.0006139778,0.002412164,0.001476689,0.00337057,0.0005527275,0.0001358639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003541197,"about_ca_system_score_gemma":0.002997257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044364,"about_ca_topic_score_gemma":0.03160254,"domain_scores_codex":[0.9988695,0.0006599841,0.00004362484,0.00007594244,0.000106101,0.0002448543],"domain_scores_gemma":[0.9987305,0.0004160868,0.0002625726,0.00006114462,0.0001378436,0.0003919332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004265652,0.001750193,0.3186454,0.001283887,0.0001292858,0.008179149,0.3276438,0.002391277,0.01756747,0.0172301,0.002102787,0.3026501],"study_design_scores_gemma":[0.0000548344,0.00167506,0.492547,0.0006424235,0.0001085462,0.0008666256,0.4622529,0.001696753,0.001947785,0.006450157,0.03165845,0.00009933859],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991716,0.0001870143,0.0002671368,0.0009443225,0.000006353657,0.00009358659,0.00001906482,0.000004300227,0.006762153],"genre_scores_gemma":[0.9991966,0.0001222998,0.0002777833,0.00003705046,0.000001426681,0.00002041328,0.00000367578,5.39441e-7,0.0003402286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044364,"threshold_uncertainty_score":0.02569336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090229113161132,"score_gpt":0.215734707553925,"score_spread":0.1948324164223137,"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."}}