{"id":"W1967920261","doi":"10.1029/2005jf000346","title":"Discrimination of the flow law for subglacial sediment using in situ measurements and an interpretation model","year":2006,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Geology; Glacier; Geomorphology; Pore water pressure; Sediment; Flow (mathematics); Deformation (meteorology); Geotechnical engineering; Mechanics; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005973209,0.00005475117,0.0001281616,0.000007414376,0.0001589212,0.00003614349,0.0001227603,0.00002346813,0.00001017489],"category_scores_gemma":[0.000114066,0.00003474739,0.00005345472,0.0001708974,0.00012649,0.0002723348,0.00001649744,0.0001211469,2.342889e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002129929,"about_ca_system_score_gemma":0.00007140377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004490785,"about_ca_topic_score_gemma":0.03070286,"domain_scores_codex":[0.9988552,0.0001002466,0.0002550549,0.00008319097,0.0005446814,0.0001615883],"domain_scores_gemma":[0.9992914,0.0001854598,0.0001100926,0.00006274896,0.0003096923,0.00004065439],"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":[0.001105105,0.0004659307,0.3288271,0.0001159253,0.00006198382,0.000002459898,0.002051497,0.5994056,0.01739186,0.002213313,0.0004004542,0.04795876],"study_design_scores_gemma":[0.0003311879,0.0002246724,0.472968,0.00004830638,0.00001112335,5.006964e-7,0.000358075,0.5123172,0.0005849869,0.01309556,0.00002516726,0.00003520252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971777,0.0002117601,0.001956199,0.0001779738,0.00006866692,0.0001612881,0.000007148204,0.000001029174,0.0002382903],"genre_scores_gemma":[0.993603,0.000008136913,0.006211396,0.00001901781,0.0001326495,8.71024e-7,0.000002883874,0.000002133322,0.00001991169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.144141,"threshold_uncertainty_score":0.9869843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09509224451023346,"score_gpt":0.3408564385972976,"score_spread":0.2457641940870642,"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."}}