{"id":"W7120453378","doi":"","title":"Metal, rare earth and trace elements evaluation in sediment profiles of reservoirs, São Paulo state","year":2021,"lang":"pt","type":"dissertation","venue":"Digital Library of Theses and Dissertations  (Universidade de São Paulo)","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rare earth; Rare-earth element; Sediment; Archean; Drainage basin; Trace element","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002517347,0.0003918031,0.0006033238,0.0004356029,0.0002231027,0.0002457753,0.0002747139,0.0001698696,0.002309542],"category_scores_gemma":[0.00008893741,0.0003972309,0.0001952889,0.0008881524,0.00009876732,0.002345482,0.00005968746,0.0002134448,0.000005307166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009278307,"about_ca_system_score_gemma":0.0002653209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004455638,"about_ca_topic_score_gemma":0.003723651,"domain_scores_codex":[0.9975674,0.000178834,0.0007132633,0.0005772456,0.0005869313,0.0003763016],"domain_scores_gemma":[0.9985847,0.0002279663,0.0005651569,0.0002556581,0.0001332361,0.0002332157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001684007,0.001123021,0.8744308,0.003348166,0.001587507,0.0001347817,0.04200482,0.003709347,0.004627132,0.0002232679,0.0001803644,0.06694683],"study_design_scores_gemma":[0.001262383,0.0004294396,0.5228621,0.0008549212,0.0006159015,0.00000993074,0.4404844,0.01142576,0.01973302,0.001578122,0.0001324871,0.0006114588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885525,0.003723302,0.000003849013,0.000168752,0.00004908379,0.0004964644,0.003888709,0.00001417066,0.003103135],"genre_scores_gemma":[0.9676492,0.0008640438,0.0002966361,0.0000154063,0.0000104602,0.000008611531,0.025942,0.00001516998,0.005198454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3984796,"threshold_uncertainty_score":0.9998479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376192951714444,"score_gpt":0.2291323001336839,"score_spread":0.2153703706165395,"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."}}