{"id":"W4391868175","doi":"10.1016/j.jhydrol.2024.130917","title":"Feasibility of reconstructing atmospheric chloride deposition rates based on tritium tracer in the unsaturated zone","year":2024,"lang":"en","type":"article","venue":"Journal of Hydrology","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National University's Basic Research Foundation of China; China Postdoctoral Science Foundation; Fundamental Research Funds for the Central Universities; Chang'an University; National Natural Science Foundation of China","keywords":"TRACER; Tritium; Deposition (geology); Chloride; Environmental science; Vadose zone; Radioactive tracer; Hydrology (agriculture); Geology; Atmospheric sciences; Environmental chemistry; Soil science; Chemistry; Materials science; Geomorphology; Nuclear physics; Geotechnical engineering; Metallurgy; Soil water; Sediment; 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":[0.0004039199,0.000405712,0.0002323762,0.0007962461,0.0002594319,0.0006817013,0.0004755892,0.0005146573,0.0005313521],"category_scores_gemma":[0.0007427916,0.0002945227,0.0002354715,0.0006662872,0.000188434,0.0004650863,0.0002578675,0.0002341311,0.0002170451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003461344,"about_ca_system_score_gemma":0.0008618815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01354682,"about_ca_topic_score_gemma":0.01592792,"domain_scores_codex":[0.9999303,0.00001260274,0.000004292285,0.00002559422,0.00001557574,0.00001167511],"domain_scores_gemma":[0.999744,0.00009082437,0.00003237534,0.00002656698,0.00007933735,0.00002684131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002163428,0.0001692984,0.4220438,0.0001579664,0.0002030595,0.0005356859,0.0003633795,0.1510392,0.3667979,0.0008754407,0.000272224,0.05537865],"study_design_scores_gemma":[0.0002050498,0.0002393127,0.2065388,0.00002939275,0.0002643076,0.0001764181,0.000317167,0.6925666,0.0975209,0.0007990727,0.001271105,0.00007190942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851054,0.0001207305,0.01315616,0.00003018295,0.000008874033,0.000008403089,0.0002779212,0.0002420343,0.001050222],"genre_scores_gemma":[0.9945437,0.00005035119,0.005073362,0.000003240642,0.000001945699,0.000003331257,0.0001456581,0.00001277664,0.0001656736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01354682,"threshold_uncertainty_score":0.02693594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406861786376961,"score_gpt":0.265590707033569,"score_spread":0.2515220891697993,"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."}}