{"id":"W7000387046","doi":"","title":"Environmental Impacts of Dredging Reclamation and Coastal Modifications in Coral Reef Islands, a Case Study from Maldives","year":2017,"lang":"en","type":"article","venue":"Hydraulic Engineering Repository (HENRY) (Bundesanstalt für Wasserbau)","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Environment","funders":"","keywords":"Dredging; Silt; Reef; Sediment; Seabed; Land reclamation; Siltation; Coral reef; Plume","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001940437,0.0002603491,0.0003214395,0.0001561809,0.000359611,0.0001932936,0.0002519254,0.00009163015,0.0000250589],"category_scores_gemma":[0.00004901151,0.000259895,0.00006093571,0.00008172869,0.0001116444,0.0006033765,0.0001040557,0.0002442875,0.000003415889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002354121,"about_ca_system_score_gemma":0.0000397945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02617367,"about_ca_topic_score_gemma":0.01306436,"domain_scores_codex":[0.9984917,0.00005146596,0.0004698416,0.0004159145,0.0002514951,0.0003195848],"domain_scores_gemma":[0.9988837,0.0001207693,0.0002478479,0.0005541577,0.00001575541,0.0001777698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000052966,0.0001480415,0.9768448,0.0000584809,0.00005601091,0.001063196,0.002295635,0.008687934,0.005317071,0.0000105509,0.000008674385,0.005456638],"study_design_scores_gemma":[0.0007024512,0.0001869851,0.8472535,0.00005995849,0.00004071927,0.000439958,0.002345502,0.1482805,0.000358741,0.00004378638,0.00002541136,0.0002625305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976334,0.0001733631,0.0003585319,0.00003066636,0.0002880426,0.0003732173,0.0001482247,0.00005297658,0.000941597],"genre_scores_gemma":[0.9991028,0.00004269242,0.0005415826,0.000006163598,0.0000812915,0.000006912534,0.000116981,0.00001406475,0.00008745488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1395925,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009109805937265538,"score_gpt":0.2158118559739059,"score_spread":0.2067020500366404,"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."}}