{"id":"W943985243","doi":"10.3133/sir20045060","title":"Chloride in ground water and surface water in the vicinity of selected surface-water sampling sites of the beneficial use monitoring program of Oklahoma, 2003","year":2004,"lang":"en","type":"article","venue":"Scientific investigations report","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surface water; Sampling (signal processing); Hydrology (agriculture); Environmental science; Water quality; Chloride; Groundwater; Geology; Environmental engineering; Ecology; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000203577,0.0002585548,0.0002526389,0.0006780027,0.00136844,0.0006717338,0.0004242654,0.0003419228,0.0006652203],"category_scores_gemma":[0.0004778292,0.0002260903,0.0001546737,0.001594512,0.0002498961,0.0002722818,0.0003714507,0.0002806323,0.0001927421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001924214,"about_ca_system_score_gemma":0.001534488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3036503,"about_ca_topic_score_gemma":0.5979061,"domain_scores_codex":[0.9997167,0.000033267,0.00001978132,0.0000661597,0.0001106188,0.00005344732],"domain_scores_gemma":[0.9995763,0.0000262939,0.0001229175,0.00002222205,0.0002064423,0.00004585606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002411859,0.00008589814,0.9667742,0.00006754489,0.00006982404,0.0004916888,0.00201139,0.0002002832,0.01508637,0.00002401731,0.001476491,0.01347099],"study_design_scores_gemma":[0.000005463393,0.00006570389,0.9953519,0.000008577289,0.00001581813,0.00005092833,0.001317767,0.000132155,0.001790706,0.000007774725,0.001248191,0.000005076402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969262,0.00007056211,0.0001412036,0.00003213012,0.000002917005,0.00002749635,0.001612048,0.00001300139,0.001174238],"genre_scores_gemma":[0.9938385,0.0001200343,0.000923462,0.00007117668,0.000003587666,0.00006397955,0.002839492,0.000007581673,0.002132227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3036503,"threshold_uncertainty_score":0.6037657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08336949652795489,"score_gpt":0.2723056066425564,"score_spread":0.1889361101146015,"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."}}