{"id":"W2772860851","doi":"10.1130/abs/2017am-301061","title":"WATER AND CHLORIDE MASS BUDGETS OF A PERMANENTLY FLOODED, SEASONALLY FROZEN WETLAND IN THE CANADIAN PRAIRIES","year":2017,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wetland; Environmental science; Chloride; Hydrology (agriculture); Water resource management; Geology; Chemistry; Ecology; 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":[],"category_scores_codex":[0.0003944442,0.0001499501,0.0002732646,0.000006597278,0.0005059546,0.00006639468,0.0003973137,0.00009823206,0.00004458072],"category_scores_gemma":[0.0000257386,0.00006928377,0.00007396621,0.0000433989,0.003595861,0.0001201828,0.0001711099,0.0002154761,0.000009891271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002781648,"about_ca_system_score_gemma":0.0000140444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.200804,"about_ca_topic_score_gemma":0.1002004,"domain_scores_codex":[0.9987395,0.00004850097,0.0002225638,0.0002469262,0.0003254717,0.0004170788],"domain_scores_gemma":[0.9994008,0.00005627276,0.0001788654,0.0002438594,0.00001680883,0.0001034151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007855616,0.000186022,0.9773139,0.00005399731,0.00008047549,0.0000235534,0.01418361,0.0002418075,0.0003829832,0.000005601631,0.0003452524,0.007104254],"study_design_scores_gemma":[0.0003487549,0.0003615239,0.9783106,0.00002660843,0.00002326467,0.000009622878,0.002361889,0.0000504327,0.0005455647,0.0002419112,0.01757601,0.0001438545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982866,0.0000423919,0.000004542297,0.01323605,0.00001111927,0.0002952895,0.000005158773,0.000008791761,0.003530666],"genre_scores_gemma":[0.9973742,0.00006049155,0.001877675,0.0004928235,0.00001833648,0.00002637113,0.00001262363,0.000004962613,0.0001324613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006036,"threshold_uncertainty_score":0.9991158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007188159563546,"score_gpt":0.2368606193927665,"score_spread":0.2067887377971311,"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."}}