{"id":"W4321495535","doi":"10.1029/2022wr034114","title":"Athabasca River Avulsion Underway in the Peace‐Athabasca Delta, Canada","year":2023,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Nuclear Safety and Security Commission; National Aeronautics and Space Administration","keywords":"Delta; Hydrology (agriculture); Geology; River delta; Floodplain; Channel (broadcasting); Avulsion; Sediment transport; Stream power; Sediment; Bed load; Environmental science; Geomorphology; Ecology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009932761,0.0001129424,0.00009492829,0.0008786605,0.001336843,0.0007609544,0.00035608,0.0001706427,0.001070165],"category_scores_gemma":[0.0003497544,0.00008094803,0.0001231881,0.00153406,0.0003953986,0.0002145268,0.0003676407,0.0002299928,0.00008075975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006451323,"about_ca_system_score_gemma":0.006396289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9688984,"about_ca_topic_score_gemma":0.9890127,"domain_scores_codex":[0.9998872,0.000006914066,0.000004834743,0.00002057787,0.00003613864,0.00004429451],"domain_scores_gemma":[0.9996554,0.00001524437,0.00006729287,0.000010793,0.0001746833,0.00007661276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004552804,0.00003742695,0.9737719,0.00004609054,0.00003929564,0.0005131757,0.002426152,0.0006392247,0.003803898,0.0003644277,0.001651066,0.01666173],"study_design_scores_gemma":[0.00000133359,0.000004126699,0.9967308,0.000006185215,0.000003981367,0.00003778201,0.0015932,0.0002408591,0.000132556,0.00001634007,0.001228869,0.000004046433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966846,0.0001010171,0.00006560322,0.0001608829,0.000002489427,0.000011169,0.001128679,0.00001003942,0.001835386],"genre_scores_gemma":[0.9984642,0.0000936015,0.0001472628,0.00002455802,0.000001096758,0.000006554431,0.0004754073,0.000001730568,0.0007856749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03110158,"threshold_uncertainty_score":0.06256944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484873003205483,"score_gpt":0.2982612106548002,"score_spread":0.2634124806227454,"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."}}