{"id":"W4399429375","doi":"10.52381/icop2024.93.1","title":"Antarctic ground ice in a changing climate","year":2024,"lang":"en","type":"report","venue":"","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Permafrost; Geology; Cryosphere; Meltwater; Ice divide; Antarctic sea ice; Sea ice; Ice shelf; Rock glacier; Ice sheet; Snow; Snowmelt; Ice stream; Arctic ice pack; Geomorphology; Oceanography","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":[0.0001691009,0.0002173875,0.0001415017,0.0004236377,0.0003511862,0.001283515,0.0001491936,0.000314053,0.001077056],"category_scores_gemma":[0.000180268,0.00006948717,0.000150674,0.001477071,0.0003862983,0.0006359181,0.0004141161,0.0003323257,0.0004396671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007880402,"about_ca_system_score_gemma":0.0006728208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098871,"about_ca_topic_score_gemma":0.01520329,"domain_scores_codex":[0.9999257,0.00001657698,0.000005220103,0.00001297219,0.00002050281,0.00001899775],"domain_scores_gemma":[0.9999355,0.00000694047,0.00002236799,0.000003720383,0.00001563492,0.00001586085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003077141,0.00003838565,0.4746781,0.003197262,0.0004274315,0.005599943,0.007694402,0.005539312,0.03357725,0.02401841,0.03655548,0.4083663],"study_design_scores_gemma":[0.00001165196,0.00008628028,0.5396494,0.0005120743,0.0001626363,0.001554013,0.006472318,0.0006927631,0.001810935,0.005795417,0.4432105,0.00004215642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.657738,0.2473627,0.00178665,0.01006914,0.0008025996,0.00005330731,0.00530633,0.000170827,0.07671037],"genre_scores_gemma":[0.8445291,0.1423883,0.002246456,0.002165575,0.0004930368,0.00002384003,0.001719319,0.00002824833,0.006406113],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01098871,"threshold_uncertainty_score":0.02184951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526350378222011,"score_gpt":0.3225848577421581,"score_spread":0.287321353959938,"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."}}