{"id":"W1992600948","doi":"10.2495/dne-v7-n3-274-291","title":"Physical circulation and spatial exchange dynamics in a shallow floodplain wetland","year":2012,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Penyelidikan Air Kebangsaan Malaysia","keywords":"Pelagic zone; Environmental science; Wetland; Littoral zone; Floodplain; Hydrology (agriculture); Macrophyte; Transect; Vegetation (pathology); Water level; Atmospheric sciences; Ecology; Oceanography; Geology; Geography","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":[0.00006201158,0.0000540168,0.00007968038,0.0003329799,0.0001792205,0.0002121314,0.00006115214,0.00007821941,0.0003885324],"category_scores_gemma":[0.0002448792,0.00006813345,0.00005637265,0.0002283695,0.0001783975,0.0001865465,0.000187324,0.00006194822,0.00002946838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307037,"about_ca_system_score_gemma":0.000137562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009475002,"about_ca_topic_score_gemma":0.01458834,"domain_scores_codex":[0.9999849,0.000002924403,0.00000103628,0.000003334872,0.000002754345,0.000005093522],"domain_scores_gemma":[0.9999174,0.00001765696,0.00003206117,0.000004485401,0.000008848756,0.00001963385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003239681,0.00007999624,0.9375103,0.00002305179,0.00004611953,0.0003500686,0.001309372,0.002486557,0.04512034,0.0004125546,0.0001677071,0.01216986],"study_design_scores_gemma":[0.000003570511,0.00002855362,0.9957682,0.000001001915,0.000005280891,0.00003441423,0.0002012403,0.003572412,0.0002600914,0.0000569395,0.00006553377,0.000002791259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999896,0.000003754839,0.00004032308,0.000003827677,1.404515e-7,3.405632e-7,0.000009929859,0.000001601225,0.00004400715],"genre_scores_gemma":[0.9999022,0.000005145761,0.00003493639,0.000001031532,4.931404e-7,6.770969e-7,0.00001551907,3.743648e-7,0.00003960942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009475002,"threshold_uncertainty_score":0.01883966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007101441517095815,"score_gpt":0.2286387322696921,"score_spread":0.2215372907525963,"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."}}