{"id":"W4392577473","doi":"10.5194/egusphere-egu24-12572","title":"&amp;#160;Changes in erosion and sediment dynamics in a retreating world: high resolution provenance analysis from detrital apatite","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Provenance; Sediment; Erosion; Geology; Apatite; High resolution; Oceanography; Geochemistry; Geomorphology; Remote sensing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002647871,0.0001327187,0.0001855301,0.001629199,0.0007242168,0.0009995864,0.0002198443,0.0002006792,0.0005141741],"category_scores_gemma":[0.0004945827,0.000134877,0.0001300927,0.001849825,0.0003660795,0.000121629,0.0004058703,0.0002452203,0.0001539603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006418897,"about_ca_system_score_gemma":0.0006635162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1869602,"about_ca_topic_score_gemma":0.4900436,"domain_scores_codex":[0.9998933,0.000005804333,0.000005754157,0.00002887348,0.0000418103,0.00002448972],"domain_scores_gemma":[0.9995643,0.00003576463,0.00006614962,0.00002772076,0.0002645256,0.00004153861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001609684,0.00005333362,0.7124479,0.00006407418,0.00008149424,0.001574237,0.002909954,0.0003992131,0.2377811,0.0002161621,0.0005062089,0.04380536],"study_design_scores_gemma":[0.000003751319,0.00001968909,0.9906667,0.000009336137,0.00002407696,0.000402011,0.000627088,0.0006054908,0.004821529,0.00005469472,0.002757429,0.000008109047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968637,0.0002431105,0.0009942928,0.00003914918,0.000003628299,0.00001535934,0.0009033347,0.00001822772,0.0009191143],"genre_scores_gemma":[0.9866385,0.0004606123,0.00836596,0.00005552292,0.000008024943,0.00001874264,0.00230782,0.00004061074,0.002104122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1869602,"threshold_uncertainty_score":0.371744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157813809600196,"score_gpt":0.2293341671321007,"score_spread":0.2135527861720811,"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."}}