{"id":"W4403899679","doi":"10.1017/jog.2024.75","title":"Potential to recover a record of Holocene climate and sea ice from Müller Ice Cap, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Glaciology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Manitoba","funders":"Canada Excellence Research Chairs, Government of Canada; McGill University","keywords":"Geology; Holocene; Ice caps; Oceanography; Sea ice; Climatology; Physical geography; Paleontology; Glacier; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000590903,0.0001041249,0.0003551842,0.0001539169,0.00006833199,0.00001336757,0.0001941533,0.0001616682,0.001807537],"category_scores_gemma":[0.0001293694,0.00007817012,0.00005440548,0.0001336199,0.0001427986,0.00009953269,0.00002717087,0.0004307039,0.00005925407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003730134,"about_ca_system_score_gemma":0.0003712304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09135056,"about_ca_topic_score_gemma":0.3904145,"domain_scores_codex":[0.9986677,0.0002787297,0.0003875583,0.0001827791,0.000148809,0.0003343823],"domain_scores_gemma":[0.998886,0.0006183457,0.0001188146,0.0000997725,0.00009879839,0.0001781935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000458689,0.000006510913,0.9914946,0.00003253917,0.00009989464,0.0007141457,0.0001297691,0.000233215,0.00005877082,0.00001478219,0.003811624,0.002945493],"study_design_scores_gemma":[0.0003460987,0.0005477383,0.9887119,0.00004692687,0.00005354569,0.001204104,0.0001733778,0.001079034,0.00006785365,0.0007175013,0.006944612,0.000107293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904048,0.003707909,0.00004308263,0.003202667,0.001554218,0.00005412728,0.0001284656,0.000004571521,0.0009000945],"genre_scores_gemma":[0.9977879,0.0007886274,0.0006299448,0.0004855057,0.0001864091,2.426038e-7,0.00001915871,0.000002755565,0.00009947623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2990639,"threshold_uncertainty_score":0.9991049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156420060974452,"score_gpt":0.2370576173808887,"score_spread":0.2254934167711442,"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."}}