{"id":"W2018474919","doi":"10.2113/9.3.241","title":"Geomorphic and Hydrologic Assessment of Erosion Hazards at the Norman Municipal Landfill, Canadian River Floodplain, Central Oklahoma","year":2003,"lang":"en","type":"article","venue":"Environmental and Engineering Geoscience","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey","keywords":"Geological survey; Citation; Archaeology; Floodplain; Geology; Placer mining; Library science; Mining engineering; Hydrology (agriculture); Geography; Geochemistry; Cartography; Geotechnical engineering; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000255012,0.0001492659,0.0001212295,0.00002948902,0.0003295808,0.00001106735,0.0001489988,0.00006627461,0.0009206834],"category_scores_gemma":[0.000007100092,0.0001097491,0.00002289294,0.00007808698,0.0007021482,0.0001464776,0.00009312032,0.0001314886,0.00001569159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004215,"about_ca_system_score_gemma":0.00001084383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005273391,"about_ca_topic_score_gemma":0.004264859,"domain_scores_codex":[0.9989385,0.00002372557,0.0001434432,0.0002844077,0.0002047639,0.0004051578],"domain_scores_gemma":[0.9995826,0.00002942616,0.00003395541,0.0001465271,6.687903e-7,0.0002067967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004742902,0.00004100032,0.9568685,0.00001225795,0.000007422088,0.0000155654,0.0006284797,0.01445241,0.0274905,0.00009277167,0.00002625899,0.0003600379],"study_design_scores_gemma":[0.0002340363,0.0001014214,0.9730922,0.00000653378,0.00001569421,0.00005460426,0.00003769172,0.01649801,0.001303104,0.0000270485,0.00846676,0.0001629015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987314,0.0002334903,0.0001127508,0.00008989985,0.0000818363,0.0001142469,0.00002388199,0.00001121059,0.000601319],"genre_scores_gemma":[0.9991266,0.0002139962,0.0002839262,0.0001799168,0.000005996225,0.000008964,0.000008993719,0.000006467706,0.0001652085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02618739,"threshold_uncertainty_score":0.9999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003693367123365466,"score_gpt":0.1667535258028917,"score_spread":0.1630601586795262,"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."}}