{"id":"W2134241071","doi":"10.1007/s00267-003-2834-8","title":"Allocation of River Flows for Restoration of Floodplain Forest Ecosystems: A Review of Approaches and Their Applicability in Europe","year":2003,"lang":"en","type":"review","venue":"Environmental Management","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":192,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Floodplain; Overbank; Flood myth; Environmental science; Ecosystem; Forest ecology; Drainage basin; Environmental resource management; Hydrology (agriculture); Forest management; Geography; Water resource management; Structural basin; Ecology; Agroforestry; Geology; Fluvial","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":[0.0009177909,0.0002704027,0.0009595454,0.0000586325,0.00002563434,0.000001675424,0.0002241249,0.000112892,0.0001297218],"category_scores_gemma":[0.000009682031,0.0002194418,0.0001283825,0.0002253006,0.0002571613,0.0000935377,0.0001040216,0.00008494595,0.000006786258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032789,"about_ca_system_score_gemma":0.000007576857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001526155,"about_ca_topic_score_gemma":0.00005994794,"domain_scores_codex":[0.9980759,0.0001741945,0.0009552278,0.0004552449,0.0001891926,0.0001502374],"domain_scores_gemma":[0.9989797,0.00006605874,0.0005529777,0.0003653345,0.000002379202,0.00003354855],"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":[0.00003918283,0.001132683,0.004462141,0.3447249,0.0002350876,0.000002140435,0.0002808765,0.0005628116,0.00002714158,0.0003697305,0.0001508005,0.6480125],"study_design_scores_gemma":[0.0006268556,0.0002757431,0.00213454,0.01792744,0.0007796792,0.000004304603,0.00007361077,0.0002973753,0.00007153927,0.0001955332,0.9771823,0.0004310797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003597205,0.990446,0.0009108866,0.00001321245,0.00002926156,0.004007865,0.000106569,0.000004958002,0.0008840622],"genre_scores_gemma":[0.01789357,0.9803218,0.0008792594,0.00001576705,0.000005306137,0.000517405,0.000297426,0.00002065182,0.00004880582],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9770315,"threshold_uncertainty_score":0.8948576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722594882925824,"score_gpt":0.2316907673753706,"score_spread":0.2044648185461124,"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."}}