{"id":"W4390025282","doi":"10.5194/tc-17-5391-2023","title":"Surging of a Hudson Strait-scale ice stream: subglacial hydrology matters but the process details mostly do not","year":2023,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; Bundesministerium für Bildung und Forschung","keywords":"Geology; Ice sheet; Glacial period; Geomorphology; Hydrology (agriculture); Glacier; Geotechnical engineering","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":[0.0001320137,0.0002355745,0.0002032769,0.0001513352,0.0001929144,0.000655255,0.0003522341,0.0003658567,0.001908278],"category_scores_gemma":[0.0004451469,0.0001367464,0.0002792237,0.0001551215,0.0004985931,0.0004241485,0.0002690102,0.000315021,0.0001246467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006801614,"about_ca_system_score_gemma":0.0006803157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02359393,"about_ca_topic_score_gemma":0.01762087,"domain_scores_codex":[0.9999608,0.000008401554,0.000001994362,0.00001220298,0.000006144264,0.00001036011],"domain_scores_gemma":[0.9999058,0.00002400133,0.0000169316,0.00001353452,0.00001413779,0.00002552563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002275067,0.00008290958,0.07010268,0.00008824433,0.0001064446,0.0004005798,0.0002290367,0.8939838,0.01368035,0.008725666,0.001219416,0.01115333],"study_design_scores_gemma":[0.00008403514,0.00007595201,0.02936797,0.00001333743,0.00003064548,0.000061307,0.0001262686,0.964975,0.002138948,0.001958992,0.001146407,0.0000211144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929156,0.00004563951,0.003538759,0.0001614732,0.0000195801,0.00001043748,0.000285331,0.00009464703,0.002928502],"genre_scores_gemma":[0.9989184,0.00002556654,0.0004977699,0.00001441245,0.000003056911,0.000003623821,0.000103372,0.00001067531,0.0004231439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02359393,"threshold_uncertainty_score":0.04691321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173984264243168,"score_gpt":0.231004429556505,"score_spread":0.2136060031321882,"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."}}