{"id":"W2130991502","doi":"10.1139/f09-146","title":"A three-dimensional model for analyzing the effects of salmon redds on hyporheic exchange and egg pocket habitat","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rocky Mountain Research Station; U.S. Forest Service","keywords":"Riffle; Hyporheic zone; Environmental science; Hydraulic conductivity; Hydrology (agriculture); STREAMS; Habitat; Ecology; Hydraulics; Hydrobiology; Channel (broadcasting); Soil science; Surface water; Biology; Geology; Environmental engineering; Aquatic environment","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":[0.000265156,0.0006513819,0.0008917009,0.0004620613,0.000789255,0.001135826,0.001436487,0.001951999,0.002480374],"category_scores_gemma":[0.001017584,0.0006178954,0.001166837,0.0004261973,0.0008486434,0.0006204693,0.0009768007,0.001040854,0.0002633083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171603,"about_ca_system_score_gemma":0.002234363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0519012,"about_ca_topic_score_gemma":0.02290689,"domain_scores_codex":[0.9998784,0.00002663235,0.00000781895,0.00002961209,0.0000254219,0.0000320959],"domain_scores_gemma":[0.9995667,0.0001908118,0.00007828258,0.000023627,0.00007103301,0.00006952007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001227235,0.00001426828,0.0007945474,0.000007313765,0.000009798003,0.00002875644,0.00001199405,0.996969,0.0005277363,0.0009897741,0.0001036871,0.0005308652],"study_design_scores_gemma":[0.000009339754,0.00000689764,0.0002036222,0.000001364567,0.00000384088,0.000004645387,0.000006387529,0.9992427,0.00006382357,0.0002662807,0.0001860949,0.000005027577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.516438,0.000376503,0.459742,0.0009210484,0.0002003213,0.0002436765,0.002533972,0.0008217451,0.01872264],"genre_scores_gemma":[0.9599299,0.0002654089,0.03242407,0.0001503052,0.00004610495,0.0004304776,0.0007252729,0.00007696455,0.005951456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0519012,"threshold_uncertainty_score":0.1031982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160535251787261,"score_gpt":0.2158478502903162,"score_spread":0.1997943251115901,"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."}}