{"id":"W2167275101","doi":"10.1046/j.1365-2427.2000.00617.x","title":"Macroinvertebrate community structure along gradients of hydraulic and sedimentary conditions in a large gravel‐bed river","year":2000,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":206,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Benthic zone; Hydrology (agriculture); Environmental science; Hydraulic jump; Froude number; Sediment; Geology; Ecology; Oceanography; Geomorphology; Flow (mathematics); Geotechnical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001405061,0.0001300829,0.000198035,0.00004804402,0.0001403773,0.000002726188,0.0001840678,0.0001351304,0.01373387],"category_scores_gemma":[0.000002633077,0.0001076251,0.00002494481,0.0001150037,0.0006341878,0.0001110369,0.00006169267,0.0002438668,0.00007152255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001767377,"about_ca_system_score_gemma":0.000004484301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00534943,"about_ca_topic_score_gemma":0.02363873,"domain_scores_codex":[0.9990461,0.0001895649,0.0002204963,0.0002007315,0.00005266069,0.0002903819],"domain_scores_gemma":[0.9997015,0.00003002832,0.00003817563,0.0001679218,0.000003168652,0.00005920868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004992099,0.0001447916,0.9789302,0.00001349124,0.00002508583,0.00001362853,0.002413505,0.00006360533,0.01747523,0.0000608313,0.0003335391,0.0004761308],"study_design_scores_gemma":[0.001978243,0.0002639921,0.9476604,0.00001601323,0.00003115726,0.00002769862,0.00007139543,0.0005466638,0.0182882,0.0227661,0.008103975,0.0002461457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986963,0.00004745409,0.000007576519,0.0001830218,0.00004504726,0.0001348655,0.0004938135,0.00001602523,0.0003758682],"genre_scores_gemma":[0.9980785,0.00003097492,0.0001284775,0.001104039,0.000007081691,0.000008270906,0.0005689539,0.00000648834,0.00006727575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03126983,"threshold_uncertainty_score":0.9941773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007277657588625947,"score_gpt":0.2206952128944981,"score_spread":0.2134175553058722,"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."}}