{"id":"W2289922356","doi":"10.1002/rra.3018","title":"Increasing River Flow Expands Riparian Habitat: Influences of Flow Augmentation on Channel Form, Riparian Vegetation and Birds Along the Little Bow River, Alberta","year":2016,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lethbridge College; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Water Research Institute","keywords":"Riparian zone; Sinuosity; Environmental science; Vegetation (pathology); Riffle; Ecology; Habitat; Geography; Channel (broadcasting); Hydrology (agriculture); Woodland; Species richness; Geology; Biology; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006320548,0.0001159686,0.00011683,0.00008193936,0.0006390362,0.00003008289,0.0002051363,0.00007786558,0.00009557095],"category_scores_gemma":[0.00005932789,0.00007331699,0.00002390145,0.0002932356,0.001661589,0.0004460536,0.00007739798,0.0001303233,0.0000808472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004038898,"about_ca_system_score_gemma":0.00002433439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200028,"about_ca_topic_score_gemma":0.001850352,"domain_scores_codex":[0.9986976,0.0001117141,0.0002038326,0.0003408559,0.0003571648,0.0002888066],"domain_scores_gemma":[0.9990067,0.0005408881,0.00006623327,0.0002180345,0.00004048275,0.000127654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005854138,0.0007928523,0.6746741,0.0001804945,0.000157952,0.000004991756,0.02279701,0.001251232,0.02879123,0.007437645,0.0007926474,0.2625344],"study_design_scores_gemma":[0.001483822,0.0003633853,0.945978,0.0001134685,0.00004215583,0.000007972561,0.000278014,0.003281255,0.006374197,0.03553898,0.006302646,0.0002360571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993956,0.0001619337,0.002547124,0.001486892,0.00001609777,0.000558993,0.00002538076,0.00001599755,0.001231562],"genre_scores_gemma":[0.9982753,0.0004532803,0.0006813593,0.00008070972,0.00003896905,0.0002537388,0.0000229885,0.000008942896,0.000184656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2713039,"threshold_uncertainty_score":0.6122195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365765371112084,"score_gpt":0.2903425768196621,"score_spread":0.2666849231085413,"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."}}