{"id":"W4386934498","doi":"10.1017/jog.2023.65","title":"Examining the effect of ice dynamic changes on subglacial hydrology through modelling of a synthetic Antarctic glacier","year":2023,"lang":"en","type":"article","venue":"Journal of Glaciology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Association of Canadian Universities for Northern Studies; Polar Knowledge Canada","keywords":"Geology; Glacier; Ice stream; Ice divide; Ice shelf; Geomorphology; Ice sheet; Ice tongue; Hydrology (agriculture); Drainage; Glacier ice accumulation; Antarctic ice sheet; Cryosphere; Oceanography; Sea ice","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002216065,0.0003954736,0.0002650619,0.0002348504,0.0002778304,0.0007455333,0.0004342234,0.0006722884,0.001387755],"category_scores_gemma":[0.0005375325,0.0001895827,0.0006703681,0.0002335675,0.0004158229,0.0002628092,0.0003302424,0.0004804478,0.0001200308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000551448,"about_ca_system_score_gemma":0.0005825931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03470382,"about_ca_topic_score_gemma":0.01695471,"domain_scores_codex":[0.9999365,0.00002191914,0.000003912516,0.00001361652,0.000008582335,0.00001547222],"domain_scores_gemma":[0.9997739,0.0001114549,0.00002827407,0.00002644694,0.00003079712,0.00002913572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004829616,0.00003837114,0.007022812,0.00001328266,0.00002921462,0.0000455566,0.00002905308,0.9903021,0.001275951,0.0002469335,0.00008710378,0.0008612603],"study_design_scores_gemma":[0.00001841956,0.00004066195,0.003118436,0.000002626238,0.00001047865,0.000007480428,0.00003447997,0.9961643,0.0003099559,0.00009416986,0.0001943423,0.000004714811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996552,0.0000304213,0.001517379,0.00005976349,0.00001103708,0.00001196142,0.0003335375,0.00004207755,0.001441817],"genre_scores_gemma":[0.9985226,0.00002781144,0.0009017703,0.00001286,0.000002935117,0.00001219936,0.0001840904,0.00001014387,0.0003257168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03470382,"threshold_uncertainty_score":0.06900364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0470046508909043,"score_gpt":0.2565890796721581,"score_spread":0.2095844287812538,"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."}}