{"id":"W2911917281","doi":"10.1007/978-3-030-00680-8_17","title":"Dynamics of the Sundarbans Forested Islands in the Context of Erosion-Accretion and Sea Level Rise","year":2019,"lang":"en","type":"book-chapter","venue":"Coastal research library","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Development Research Centre; Department for International Development; Government of the United Kingdom","keywords":"Mangrove; Tide gauge; Geography; Coastal erosion; Erosion; Context (archaeology); Accretion (finance); Sea level; Physical geography; Geology; Oceanography; Ecology; Geomorphology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008478836,0.0002328653,0.0003646975,0.000142017,0.0001169747,0.00006307613,0.0009357576,0.0002594456,0.0005529393],"category_scores_gemma":[0.00008971263,0.0001437445,0.0001297301,0.0002183878,0.0009412287,0.0003454303,0.002365916,0.0008027598,0.00003788133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009794722,"about_ca_system_score_gemma":0.0001706072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047296,"about_ca_topic_score_gemma":0.01935398,"domain_scores_codex":[0.9974639,0.0002267017,0.0004637376,0.0003704083,0.001118323,0.0003569545],"domain_scores_gemma":[0.9982966,0.0006482322,0.0002171454,0.0007352542,0.00002584205,0.00007688748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001296803,0.0002986992,0.8286611,0.001660846,0.0001063552,0.0000744732,0.004593038,0.000157087,0.001363197,0.1051777,0.02461901,0.03199176],"study_design_scores_gemma":[0.004364004,0.002269638,0.7276295,0.004627262,0.0001007105,0.0001353814,0.006272849,0.07918146,0.0006440222,0.1064324,0.06663436,0.00170844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3775915,0.0002706278,0.00007812693,0.001672713,0.0002215543,0.002579212,0.005669942,0.00002307285,0.6118932],"genre_scores_gemma":[0.8906837,0.0002576958,0.00002126122,0.00003144181,0.00002158027,0.0000111686,0.0002673749,0.00004833359,0.1086575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5130921,"threshold_uncertainty_score":0.9985403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03389142763985539,"score_gpt":0.2579644073693073,"score_spread":0.2240729797294519,"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."}}