{"id":"W2116552378","doi":"10.1139/a06-008","title":"The Wetlands of Lakes Pontchartrain and Maurepas: Past, Present and Future","year":2007,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Swamp; Marsh; Vegetation (pathology); Salt marsh; Brackish marsh; Brackish water; Taxodium; Cypress; Hydrology (agriculture); Environmental science; Ecology; Salinity; Oceanography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002172594,0.0002167316,0.0001190084,0.0007720256,0.0008288488,0.001032577,0.0002620321,0.0003920124,0.001546453],"category_scores_gemma":[0.0002906451,0.000120425,0.00008233338,0.001120574,0.0009214613,0.001584413,0.0006589448,0.0004678475,0.0001068966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938747,"about_ca_system_score_gemma":0.002376994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0721397,"about_ca_topic_score_gemma":0.2219861,"domain_scores_codex":[0.9999229,0.000009701546,0.000003745919,0.0000142877,0.00001668554,0.00003276458],"domain_scores_gemma":[0.9997641,0.00002198151,0.00006597274,0.000005485429,0.00006297835,0.0000794751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001847589,0.0001159049,0.171245,0.002272873,0.00008886364,0.002983022,0.009487634,0.0006683684,0.005125544,0.007404485,0.01274907,0.7876744],"study_design_scores_gemma":[0.000008372849,0.0002024459,0.8009605,0.0004781273,0.0000357615,0.002464222,0.006986791,0.0003323183,0.0004801456,0.00128207,0.1867376,0.00003159287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7024306,0.2439096,0.0005530373,0.01786387,0.0001283739,0.00004949932,0.0008609646,0.00009007747,0.03411408],"genre_scores_gemma":[0.9295849,0.06476024,0.001251698,0.0006487644,0.0001016075,0.00002802658,0.0003140336,0.000006428733,0.003304424],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0721397,"threshold_uncertainty_score":0.1434396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006519067022053642,"score_gpt":0.2188249483651443,"score_spread":0.2123058813430906,"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."}}