{"id":"W2324679713","doi":"10.1017/s095410201200123x","title":"Distribution of depth to ice-cemented soils in the high-elevation Quartermain Mountains, McMurdo Dry Valleys, Antarctica","year":2013,"lang":"en","type":"article","venue":"Antarctic Science","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"National Aeronautics and Space Administration; National Science Foundation","keywords":"Geology; Snow; Geomorphology; Elevation (ballistics); Glacier; Hydrology (agriculture); Geotechnical engineering","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":[0.001694323,0.0001108201,0.0001273512,0.0000930246,0.0002786724,0.00007799771,0.0008335866,0.00003676303,0.000678909],"category_scores_gemma":[0.0004207507,0.00008108844,0.0000282599,0.001351552,0.0006467335,0.0007739165,0.0002360082,0.0001565377,0.0006254701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004427801,"about_ca_system_score_gemma":0.00007656695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03047399,"about_ca_topic_score_gemma":0.004110903,"domain_scores_codex":[0.9977092,0.0001454355,0.0002748163,0.0003747857,0.0008237858,0.0006720212],"domain_scores_gemma":[0.9991818,0.0001661358,0.00007440989,0.0003814207,0.00003702236,0.0001592165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005667231,0.0004521178,0.7945879,0.00001992516,0.0000084129,0.00001118663,0.002401377,0.0004234179,0.1842899,0.001841208,0.003154996,0.0127529],"study_design_scores_gemma":[0.0002579561,0.0002855919,0.9914106,0.00001122399,0.000003606218,0.000006122102,0.0007697225,0.002077685,0.003499818,0.000989823,0.0005825374,0.0001052821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941351,0.000004999612,0.000967708,0.003562113,0.00007561707,0.0005641178,0.00000628881,0.00001121748,0.0006728448],"genre_scores_gemma":[0.998513,0.00001826042,0.0004543872,0.0008685916,0.00001775721,0.00006858727,0.00001791789,0.000004344411,0.00003716539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1968227,"threshold_uncertainty_score":0.9759822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162049173898901,"score_gpt":0.2638252385867529,"score_spread":0.2522047468477639,"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."}}