{"id":"W2601066798","doi":"10.3133/sir20165180","title":"Hydrogeology and simulation of groundwater flow and analysis of projected water use for the Canadian River alluvial aquifer, western and central Oklahoma","year":2017,"lang":"en","type":"article","venue":"Scientific investigations report","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey","keywords":"Aquifer; Hydrogeology; Groundwater; Hydrology (agriculture); Groundwater flow; Geology; Alluvium; Streamflow; Geomorphology; Drainage basin; Geography; Geotechnical engineering","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0004761477,0.00007570477,0.0001546129,0.0001033595,0.001338058,0.0001696132,0.00009612669,0.00004847976,0.0000204078],"category_scores_gemma":[0.0001363368,0.00004542626,0.00003481813,0.0000985867,0.003951908,0.000242852,0.0001554791,0.00003555203,6.817199e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002587582,"about_ca_system_score_gemma":0.00002216938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06520856,"about_ca_topic_score_gemma":0.3079737,"domain_scores_codex":[0.9990789,0.00003761003,0.0002566826,0.0002771918,0.0001572687,0.0001923716],"domain_scores_gemma":[0.9993414,0.00006106572,0.0001426945,0.0003215229,0.00004253663,0.00009080164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006837531,0.00001320832,0.9782857,0.0000124495,0.0001580817,0.000003138794,0.01052551,0.00845009,0.002150409,0.00001995564,0.00003791436,0.0003366943],"study_design_scores_gemma":[0.0001264048,0.00002123319,0.9058579,0.000005133355,0.0002821459,0.000009676727,0.00007024932,0.08882761,0.001687184,0.0004288718,0.002612924,0.00007071485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985979,0.000009115363,0.0001818741,0.0007404509,0.0001102592,0.0002760504,0.00003538371,0.000004018858,0.00004501532],"genre_scores_gemma":[0.998111,0.000001947506,0.0005607695,0.00002153433,0.000009297888,0.00001065105,0.00006609307,0.000003307787,0.001215388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427652,"threshold_uncertainty_score":0.9999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07587561923352738,"score_gpt":0.2704806890539463,"score_spread":0.1946050698204189,"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."}}