{"id":"W2090774101","doi":"10.1890/10-1238.1","title":"Long-term changes in river–floodplain dynamics: implications for salmonid habitat in the Interior Columbia Basin, USA","year":2010,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Marine Fisheries Service; Natural Sciences and Engineering Research Council of Canada","keywords":"Floodplain; Habitat; Land cover; Watershed; Ecology; Channel (broadcasting); Geography; Riparian zone; Ecosystem; Land use; Environmental science; Drainage basin; Restoration ecology; Hydrology (agriculture); Geology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003788237,0.0001093455,0.0001483265,0.00002779048,0.0002488483,0.00003203363,0.0005749991,0.0001683515,0.00142142],"category_scores_gemma":[0.00003890341,0.0000931305,0.00004249806,0.0003461023,0.0004462435,0.00008790721,0.00006107367,0.0002901249,0.0001699712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007982487,"about_ca_system_score_gemma":0.00001280315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001929467,"about_ca_topic_score_gemma":0.478811,"domain_scores_codex":[0.9989824,0.00003839274,0.0002309368,0.0003782448,0.00007052812,0.0002994862],"domain_scores_gemma":[0.9992214,0.0003576571,0.00006259237,0.0002933409,0.000009583368,0.00005545105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007086357,0.0003903075,0.9919344,0.000006121944,0.00000276224,0.000001288815,0.0001174683,0.00001554631,0.001544353,0.001800118,0.0002619727,0.003918607],"study_design_scores_gemma":[0.0002410336,0.00008256126,0.9870304,0.000002163757,0.00001034844,0.000006322743,0.00002403692,0.0001744838,0.00003402317,0.007619109,0.00466145,0.0001140647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836691,0.000007620054,0.002651195,0.01058956,0.00003557921,0.00151815,0.00008431766,0.00002855186,0.001415899],"genre_scores_gemma":[0.9910312,0.00001829539,0.001281399,0.001432765,0.00002911938,0.005944597,0.0001014966,0.000007084738,0.0001540347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4786181,"threshold_uncertainty_score":0.9994914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114757658918882,"score_gpt":0.2522191692337297,"score_spread":0.2410715926445409,"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."}}