{"id":"W617584103","doi":"10.1017/cbo9781107296916.003","title":"Physical aspects: geological, oceanic and climatic conditions","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Salt marsh; Oceanography; Wetland; Environmental science; Biota; Mangrove; Marsh; Brackish marsh; Hydrology (agriculture); Spartina; Geology; Sinkhole; Coastal erosion; Estuary; Brackish water; Ecology; Shore; Karst; Salinity","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":[],"consensus_categories":[],"category_scores_codex":[0.00003631893,0.0002191251,0.0002964444,0.00004141283,0.000269815,0.00002407273,0.0001585336,0.0001116907,0.0001272244],"category_scores_gemma":[0.00000427132,0.0002037857,0.00008700025,0.000003411333,0.0004449329,0.00003788777,0.0001208605,0.0002193026,0.0001055988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001064497,"about_ca_system_score_gemma":0.000008754446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000331782,"about_ca_topic_score_gemma":0.00003022781,"domain_scores_codex":[0.999255,0.00002267782,0.00008790656,0.0003097804,0.0001371432,0.0001874741],"domain_scores_gemma":[0.9995054,0.0001064341,0.000084994,0.0001724321,0.000009905755,0.0001208117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004360187,0.00001247644,0.001866696,0.0001381355,0.0002145633,0.0002341411,0.0000486201,0.00002409615,0.000003085293,0.9644579,0.02868977,0.004266854],"study_design_scores_gemma":[0.000337547,0.000195593,0.02182303,0.00004915716,0.0002520358,0.00002463712,0.00004188278,0.00106937,0.000004806456,0.0002856106,0.975484,0.0004323034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01055987,0.0001032136,0.00001881286,0.00001863135,0.00005187883,0.0001563288,0.0002722264,0.00004807044,0.988771],"genre_scores_gemma":[0.1733268,0.0002623617,0.00001875378,0.00009805652,0.00009508429,8.178602e-8,0.0001577357,0.000004934095,0.8260362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9641724,"threshold_uncertainty_score":0.8310139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525031334169335,"score_gpt":0.1702346396149038,"score_spread":0.1549843262732104,"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."}}