{"id":"W4392577250","doi":"10.5194/egusphere-egu24-12740","title":"Impact of accumulation rate on firn core water isotopic records from a same region of Adelie Land with high katabatic winds","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Firn; Katabatic wind; Geology; Core (optical fiber); Ice core; Oceanography; Geomorphology; Glacier; Climatology; Physics","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":[0.0003811591,0.000256321,0.000244902,0.0007555272,0.0006068569,0.000822634,0.0001630169,0.0002370022,0.001680924],"category_scores_gemma":[0.00110588,0.0001286424,0.0001811091,0.0008793917,0.0004075467,0.0003737992,0.0005972767,0.0001615571,0.0003054351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475451,"about_ca_system_score_gemma":0.0003833556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04091325,"about_ca_topic_score_gemma":0.08522858,"domain_scores_codex":[0.9997508,0.00003496826,0.00001924666,0.00008354361,0.00004647357,0.00006502443],"domain_scores_gemma":[0.9995962,0.0001067834,0.00009047915,0.00006361726,0.00008451717,0.00005849684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000405206,0.0000610158,0.9649045,0.00005539828,0.0001438578,0.0003875013,0.0007053835,0.00102565,0.02246766,0.00009280456,0.0002428204,0.009508214],"study_design_scores_gemma":[0.000003101255,0.00001568382,0.9981219,0.000003947982,0.00001377432,0.0000606468,0.0002019028,0.0002927218,0.000955109,0.000006381862,0.0003220809,0.000002713339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988238,0.00004993373,0.00006439844,0.000009731689,0.00000470538,0.000001530305,0.0002992066,0.000005154624,0.0007414367],"genre_scores_gemma":[0.9989997,0.00004035549,0.0001281237,0.000008193549,0.000003100204,0.000003548525,0.0005828671,0.000005390162,0.0002287269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04091325,"threshold_uncertainty_score":0.08135021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851834839131814,"score_gpt":0.2725023312686877,"score_spread":0.2439839828773695,"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."}}