{"id":"W4251727531","doi":"10.46427/gold2020.1631","title":"Biogeochemical Clues to the Isotopic Mystery of Saratoga Springs","year":2020,"lang":"en","type":"article","venue":"Goldschmidt Abstracts","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biogeochemical cycle; Environmental science; Astrobiology; Geology; Chemistry; Environmental chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002342761,0.0001456965,0.0001442343,0.0004117076,0.0006649715,0.0007236604,0.0002713222,0.0004582004,0.001810071],"category_scores_gemma":[0.0004408353,0.0001774388,0.00007786939,0.0003837547,0.001023979,0.0007134053,0.0005952445,0.0005162755,0.0001626035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278921,"about_ca_system_score_gemma":0.0004904519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006453285,"about_ca_topic_score_gemma":0.02769975,"domain_scores_codex":[0.9999584,0.000006891675,0.000005184443,0.00001244007,0.000007116458,0.000009991083],"domain_scores_gemma":[0.9998482,0.00003290725,0.00002931527,0.00001824843,0.0000422276,0.00002904819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007133186,0.0000739446,0.5760114,0.0003223643,0.0001340498,0.002371775,0.005341656,0.001320914,0.2988831,0.02515627,0.002719368,0.0869519],"study_design_scores_gemma":[0.00003029492,0.0001831663,0.9187865,0.00008210931,0.00007286631,0.0008446214,0.008764538,0.002428455,0.01073479,0.01811419,0.03991753,0.00004083623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876545,0.0008396815,0.0007731445,0.003423023,0.00006070897,0.000004025364,0.0001313064,0.00003036941,0.007083202],"genre_scores_gemma":[0.9973168,0.0004583128,0.0005059409,0.0003272521,0.00004283903,0.000001700881,0.00006009042,0.000009542557,0.001277543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006453285,"threshold_uncertainty_score":0.01283145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298816397768576,"score_gpt":0.2199619961607626,"score_spread":0.2069738321830769,"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."}}