{"id":"W2071409919","doi":"10.1144/geochem2013-214","title":"Geochemistry of a large impoundment, Part I: solute sources, mixing dynamics, and seasonal anoxia","year":2014,"lang":"en","type":"article","venue":"Geochemistry Exploration Environment Analysis","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Mixing (physics); Geology; Environmental science; Dynamics (music); Geochemistry; Earth science; Oceanography; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004503179,0.0002862065,0.0004024738,0.00007053305,0.0002165921,0.00008482901,0.0002246109,0.0001533384,0.004805706],"category_scores_gemma":[0.00003195685,0.0002883571,0.000202653,0.0002576186,0.0001651906,0.0002953808,0.00006274707,0.0001602542,0.00003604646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002418632,"about_ca_system_score_gemma":0.00001994228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001748328,"about_ca_topic_score_gemma":0.0002362487,"domain_scores_codex":[0.9980153,0.00005625865,0.000467837,0.0005803368,0.0004475109,0.000432714],"domain_scores_gemma":[0.9989443,0.00006097981,0.0002894131,0.0004631957,0.00002775012,0.0002143603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004863968,0.0001305445,0.9724138,0.0001870697,0.0006954311,0.00000467784,0.0003543652,0.004042005,0.01706648,0.00002434519,0.0005371758,0.004495461],"study_design_scores_gemma":[0.001793886,0.000123974,0.1059439,0.00008364337,0.002042999,0.00002201018,0.00271283,0.7104388,0.1606158,0.001317236,0.01339696,0.001507806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841268,0.000365222,0.01152551,0.0002647386,0.00003174402,0.000111311,0.0003516419,0.00003837082,0.003184677],"genre_scores_gemma":[0.9920908,0.0001954426,0.0005592185,0.00005694051,0.0001381465,0.00001033298,0.00527943,0.000006831337,0.001662831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8664699,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007136233442800276,"score_gpt":0.1791488064210008,"score_spread":0.1720125729782006,"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."}}