{"id":"W2800081882","doi":"10.1002/rra.3273","title":"Effects of projected climate on the hydrodynamic and sediment transport regime of the lower Athabasca River in Alberta, Canada","year":2018,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Environmental science; Sediment; Sediment transport; Hydrology (agriculture); Precipitation; Climate change; STREAMS; Inflow; Geology; Oceanography; Geomorphology; Geography","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":[0.0002045948,0.00005011064,0.00006591072,0.00002075652,0.0002126989,0.000001713101,0.0001433524,0.00001813056,0.00002459306],"category_scores_gemma":[0.000009462581,0.00002808065,0.00000993048,0.0002064194,0.001537212,0.00002345866,0.0001470331,0.00008776892,0.00000796988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003410644,"about_ca_system_score_gemma":0.00001253377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2070652,"about_ca_topic_score_gemma":0.2826564,"domain_scores_codex":[0.9993579,0.00005614356,0.00008057092,0.0001530444,0.0001839373,0.0001683447],"domain_scores_gemma":[0.9996132,0.0001595596,0.00002547014,0.0001691719,0.000009270236,0.00002335035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000364033,0.001304926,0.9351459,0.0003327355,0.000192034,0.000008602571,0.0102374,0.0001597128,0.008976184,0.0330721,0.007541935,0.002664505],"study_design_scores_gemma":[0.0002664131,0.0001529001,0.988072,0.00002744177,0.0000113422,3.442787e-7,0.0000556796,0.0002579784,0.004132432,0.002121855,0.00484993,0.00005169779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930894,0.00001230875,0.000006700278,0.002101279,0.000006781766,0.0007762183,0.000006588519,0.000001463709,0.003999194],"genre_scores_gemma":[0.9991437,0.00008164424,0.00001016084,0.00006503006,0.000005353223,0.0001448091,0.000001049044,0.000002675263,0.0005456356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07559117,"threshold_uncertainty_score":0.798215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008757972524604696,"score_gpt":0.2421879722923466,"score_spread":0.2334299997677419,"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."}}