{"id":"W4408430397","doi":"10.5194/egusphere-egu25-14171","title":"Land System Analysis of Llaca Lake: A Tropical Moraine-Dammed Supraglacial Lake in the Cordillera Blanca, Peru","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Moraine; Geography; Geology; Qinghai lake; Physical geography; Geomorphology; Hydrology (agriculture); Glacier","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001409617,0.0002391851,0.0002059332,0.002860061,0.0003767722,0.0008928002,0.0002939423,0.0002509151,0.00181942],"category_scores_gemma":[0.0004446083,0.0001124712,0.0003883019,0.003292956,0.0002260196,0.0002704977,0.0006551595,0.0001291957,0.0001748865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004766,"about_ca_system_score_gemma":0.00048122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1393768,"about_ca_topic_score_gemma":0.1829132,"domain_scores_codex":[0.9998986,0.0000201054,0.000006455407,0.00002355357,0.00001935395,0.00003207348],"domain_scores_gemma":[0.99983,0.00003109765,0.0000433076,0.00001321145,0.00005379073,0.00002858949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000580983,0.00006609355,0.9692536,0.00008877404,0.0001393871,0.000755884,0.001050535,0.006007219,0.004027803,0.0003210361,0.0008165104,0.01741494],"study_design_scores_gemma":[0.000004794318,0.000017337,0.9860526,0.000007314394,0.00002440418,0.00009055026,0.001160613,0.01164689,0.0001378142,0.00004439861,0.0008075445,0.000005591676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974381,0.00007612512,0.0002430006,0.00003729909,9.752971e-7,0.00001935311,0.001115573,0.0000357865,0.001033704],"genre_scores_gemma":[0.9973119,0.00005410693,0.0006543284,0.000009071819,0.000002108595,0.00002547394,0.001600549,0.000007344587,0.000335136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1393768,"threshold_uncertainty_score":0.277131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789609544706642,"score_gpt":0.2992060482809433,"score_spread":0.2813099528338768,"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."}}