{"id":"W3084922754","doi":"10.5194/tc-14-2949-2020","title":"A model for interaction between conduits and surrounding hydraulically connected distributed drainage based on geomorphological evidence from Keewatin, Canada","year":2020,"lang":"en","type":"article","venue":"The cryosphere","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; European Commission; National Science Foundation","keywords":"Meltwater; Geology; Geomorphology; Electrical conduit; Landform; Drainage; Glacier; Hydrology (agriculture); Geotechnical engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001439944,0.000180217,0.0002561503,0.000003299369,0.0004427684,0.00009728293,0.000221143,0.00006891052,0.0006417329],"category_scores_gemma":[0.000456659,0.0001264303,0.00005141222,0.0002052362,0.00007627506,0.0001163366,0.00002585196,0.0002008631,0.000008089762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002595084,"about_ca_system_score_gemma":0.0001463943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.231783,"about_ca_topic_score_gemma":0.6890652,"domain_scores_codex":[0.9987656,0.00007608017,0.0002622305,0.0003739917,0.0002395899,0.0002824795],"domain_scores_gemma":[0.9967347,0.002733885,0.0001220631,0.0001566759,0.00008032598,0.0001722968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006372182,0.00002969348,0.6858539,0.0000623598,0.0001432481,0.00003487782,0.0008821986,0.2634818,0.0001630547,0.00007420876,0.03045284,0.01818455],"study_design_scores_gemma":[0.0002970419,0.0001286199,0.3303759,0.00003015815,0.00003573548,4.43353e-7,0.0003081375,0.6645651,0.000006781112,0.0001540578,0.003965357,0.0001326477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942515,0.0003040976,0.04503884,0.009486752,0.0001518304,0.0005140211,0.001777172,0.00006196389,0.0001503637],"genre_scores_gemma":[0.9945838,0.00001074484,0.0009002404,0.003650889,0.0001456977,0.00001198332,0.0006472168,0.000005880091,0.00004347528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4572822,"threshold_uncertainty_score":0.7733327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08091758441361241,"score_gpt":0.2484766278798859,"score_spread":0.1675590434662735,"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."}}