{"id":"W2131781041","doi":"","title":"A Study on Degradation of Coastal Wetlands using Examples from Greece and Canada","year":2014,"lang":"en","type":"article","venue":"International Journal of Ecology & Development","topic":"Water resources management and optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Nova scotia; Sustainability; Geography; Current (fluid); Environmental protection; Environmental science; Ecology; Oceanography; Archaeology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003701284,0.0004125892,0.000276904,0.004062062,0.003397583,0.001363788,0.0004125932,0.0003520289,0.0008225212],"category_scores_gemma":[0.0007064625,0.00009675296,0.0004448913,0.009820702,0.0009220858,0.000292436,0.0009131877,0.0002913453,0.0001032619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01581881,"about_ca_system_score_gemma":0.01712046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.947902,"about_ca_topic_score_gemma":0.9789947,"domain_scores_codex":[0.9994233,0.00004993459,0.00002636779,0.00004962539,0.0002605447,0.0001903566],"domain_scores_gemma":[0.9994357,0.00008114937,0.00006454306,0.00002474395,0.0003367181,0.0000570482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003076034,0.0001941054,0.4138614,0.003153225,0.0002197194,0.03108078,0.09230747,0.005764916,0.01108865,0.01096859,0.01221373,0.4188398],"study_design_scores_gemma":[0.000005105848,0.0000885332,0.7974212,0.0005702366,0.00009058397,0.006118245,0.06971637,0.000660807,0.002409842,0.0003817305,0.1224722,0.00006519468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410982,0.008135353,0.0006120137,0.0003707556,0.00003338266,0.0001275033,0.001870782,0.00002367544,0.04772822],"genre_scores_gemma":[0.9678864,0.0170204,0.002390052,0.000194763,0.00001241904,0.00003304169,0.00123981,0.00001744678,0.01120556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05209798,"threshold_uncertainty_score":0.114774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596990269997095,"score_gpt":0.2116021656906259,"score_spread":0.1956322629906549,"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."}}