{"id":"W2793066906","doi":"10.1002/2017jf004409","title":"Dynamics of Active Subglacial Lakes in Recovery Ice Stream","year":2018,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; National Sleep Foundation; National Aeronautics and Space Administration","keywords":"Geology; Hydrology (agriculture); Drainage; Ice stream; Geomorphology; Cryosphere; Sea ice; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008999407,0.00009000216,0.0002907371,0.0000746247,0.0001394282,0.00003075561,0.0002634743,0.00005402548,0.0005410822],"category_scores_gemma":[0.0006375873,0.00006979305,0.0001013717,0.0008685252,0.000368873,0.0003137325,0.00003295047,0.0004802416,0.00006756411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001692116,"about_ca_system_score_gemma":0.0002326429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004831117,"about_ca_topic_score_gemma":0.04620381,"domain_scores_codex":[0.9981122,0.000207143,0.0003607323,0.0001356998,0.0008110104,0.0003732062],"domain_scores_gemma":[0.9976951,0.001147136,0.0001723211,0.0001306957,0.0007232029,0.000131546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002010921,0.0003665625,0.8439543,0.00004200811,0.0001310145,0.00006524053,0.001341787,0.003441597,0.0008118048,0.0004037688,0.001226063,0.1462049],"study_design_scores_gemma":[0.0003353625,0.001342511,0.9870484,0.00004856196,0.000005704203,0.000002871133,0.001208993,0.006434309,0.0003457833,0.00191874,0.001235375,0.00007342438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996765,0.0001511048,0.00004078326,0.0006961573,0.0002084813,0.00009256304,0.0000563731,0.000002867264,0.001986735],"genre_scores_gemma":[0.9982666,0.0002635499,0.0006728241,0.00001962215,0.000333295,1.284253e-7,0.000006006299,0.000003181302,0.0004347879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461315,"threshold_uncertainty_score":0.9712005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075956625670479,"score_gpt":0.3097193553373579,"score_spread":0.2689597890806531,"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."}}