{"id":"W6922114755","doi":"10.1021/acs.est.4c05594.s001","title":"Uranium\\nSpeciation\\nand Mobilization in Thawing Permafrost","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Uranium; Bedrock; Total organic carbon; Soil water; Dissolved organic carbon; Groundwater; Soil carbon","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001741538,0.00004395462,0.00005009171,0.0001044157,0.0001315167,0.0001769602,0.0001114733,0.00008293036,0.05275128],"category_scores_gemma":[0.003514611,0.00004248202,0.00002394553,0.0005265845,0.00001048027,0.0002621037,0.00002105594,0.00009431048,0.0004389325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008356787,"about_ca_system_score_gemma":0.000134694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005696907,"about_ca_topic_score_gemma":0.0004021755,"domain_scores_codex":[0.9994617,0.00006081957,0.00009112012,0.0001332341,0.0001274107,0.0001257805],"domain_scores_gemma":[0.9995764,0.0002251947,0.00001769655,0.00007680766,0.00008251675,0.00002141404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002287492,0.00006153416,0.01865133,0.0002647425,0.00001217389,0.00001646776,0.03616165,0.00007318284,0.0002014566,0.07680782,0.7689607,0.09878662],"study_design_scores_gemma":[0.00003491122,0.000004831882,0.01900638,0.000567994,0.000001676348,2.074056e-7,0.007250146,0.0001329676,0.0002528323,0.003131863,0.9695225,0.0000936846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06859879,0.02051808,0.0002422225,0.02413543,0.005603806,0.00288903,0.1312785,0.005565457,0.7411687],"genre_scores_gemma":[0.9805611,0.0001393006,0.001126051,0.0001904742,0.0009244422,0.000281379,0.01339583,0.00002211592,0.003359333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9119623,"threshold_uncertainty_score":0.9481146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09117321967900473,"score_gpt":0.4099901523476366,"score_spread":0.3188169326686319,"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."}}