{"id":"W4406921578","doi":"10.1002/esp.70006","title":"A 300 kyr record of past hydroclimate change from alluvial fans in the southern Central Andes","year":2025,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Deutsche Forschungsgemeinschaft; British Society for Geomorphology; Alexander von Humboldt-Stiftung","keywords":"Alluvial fan; Geology; Alluvium; Physical geography; Geomorphology; Paleontology; Structural basin; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002975601,0.0001229148,0.0002236848,0.00005528819,0.0001422976,0.00003672382,0.0002138268,0.0001066304,0.0005333491],"category_scores_gemma":[0.00003681376,0.00006901459,0.00002784978,0.0002934789,0.0001714884,0.0001407011,0.00001875067,0.000203224,0.00003199032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.119799e-7,"about_ca_system_score_gemma":0.00005339654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091026,"about_ca_topic_score_gemma":0.07194501,"domain_scores_codex":[0.9990008,0.00007809346,0.0001962679,0.0002130046,0.0001288772,0.0003829171],"domain_scores_gemma":[0.9994389,0.000303263,0.00005806219,0.0001205858,0.0000319406,0.00004721698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001423906,0.0000208612,0.9942796,0.0001246463,0.00001823475,0.000009477561,0.003463385,0.00004552961,0.000002816945,0.00001236998,0.0000162494,0.001864495],"study_design_scores_gemma":[0.0004900814,0.00009174376,0.9941378,0.00006417229,0.00001190194,0.000005440526,0.001962519,0.0007930194,0.00006100494,0.001314948,0.0009729317,0.00009445129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932338,0.002615777,0.00001411447,0.001043808,0.0000856925,0.0002157529,0.0001310795,0.00001386024,0.002646104],"genre_scores_gemma":[0.9986095,0.0007887952,0.00009256678,0.0002278448,0.00003717282,0.000003071065,0.00009342665,0.000001759605,0.0001459063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06885399,"threshold_uncertainty_score":0.9449896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947003008154655,"score_gpt":0.2364531924955562,"score_spread":0.2169831624140097,"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."}}