{"id":"W2783486932","doi":"10.1139/cjes-2017-0154","title":"Understanding fluid behavior through ion and isotope data from the Yitong Basin, Northeast China","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Jilin University; National Youth Science Foundation","keywords":"Geology; Weathering; Geochemistry; Plagioclase; Meteoric water; Structural basin; Mineralogy; Groundwater; Quartz; Geomorphology; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001448258,0.000379513,0.0003609875,0.001554477,0.0006058103,0.0004176284,0.0003266914,0.0003338814,0.0004349685],"category_scores_gemma":[0.0002269364,0.000211686,0.0002191767,0.001926257,0.0004726562,0.0005596667,0.0004982046,0.000154809,0.00006700797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009361062,"about_ca_system_score_gemma":0.0009692457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09916747,"about_ca_topic_score_gemma":0.1184915,"domain_scores_codex":[0.9999218,0.000004374727,0.000008608325,0.0000295627,0.00001774521,0.00001796226],"domain_scores_gemma":[0.9998887,0.00001097687,0.00002778436,0.000006711471,0.00004434969,0.0000214789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008893295,0.00002399097,0.9223425,0.00009706108,0.00006508268,0.0003565429,0.001056594,0.001441816,0.06575639,0.0001118382,0.0001398439,0.008519443],"study_design_scores_gemma":[0.000007273504,0.00001615046,0.9945919,0.000004869151,0.00002202541,0.00004072919,0.0004960239,0.002326037,0.001848456,0.00004230463,0.0005942763,0.00001002841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994617,0.00006419292,0.00009248534,0.0000144355,9.127518e-7,0.000002686787,0.0001853943,0.000005184493,0.0001730157],"genre_scores_gemma":[0.9989404,0.0001040941,0.0002291334,0.00001376662,0.000002965752,0.000008550433,0.000509766,0.000003912307,0.0001873921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09916747,"threshold_uncertainty_score":0.1971805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022170228851008,"score_gpt":0.2471057447746874,"score_spread":0.1448887218895865,"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."}}