{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001647865,0.0001500905,0.0001523292,0.00139473,0.0005592329,0.0004800748,0.0001688066,0.0002014138,0.0004617601],"category_scores_gemma":[0.0003443765,0.0002114613,0.0001453202,0.001624583,0.0002651529,0.0002698468,0.0003539908,0.00009419582,0.00008997975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004612362,"about_ca_system_score_gemma":0.0009162434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0570128,"about_ca_topic_score_gemma":0.1809195,"domain_scores_codex":[0.9999168,0.00000840568,0.000009225919,0.00002250094,0.00002890408,0.00001431083],"domain_scores_gemma":[0.9998401,0.00002094406,0.00004227488,0.000008561137,0.00007524765,0.00001285846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000110313,0.0000330485,0.8946377,0.000233775,0.0000608095,0.0005823639,0.003054736,0.001311964,0.07586003,0.0004402262,0.0001888126,0.02348633],"study_design_scores_gemma":[0.000004120314,0.0001301061,0.9758061,0.00005769633,0.00005244576,0.0003373918,0.003545185,0.002119523,0.01282584,0.0001559653,0.00494965,0.00001591238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979012,0.0001758638,0.0004014114,0.00002415063,0.000001875314,0.00000855259,0.0003309825,0.00001158583,0.001144296],"genre_scores_gemma":[0.9978768,0.0002110958,0.0006979025,0.000009179224,0.000001070342,0.000009547387,0.0003086816,0.000003686699,0.0008820476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0570128,"threshold_uncertainty_score":0.1133619,"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."}}