{"id":"W4211204043","doi":"10.1016/j.geomorph.2022.108161","title":"Characteristics of surge-type tributary glaciers, Karakoram","year":2022,"lang":"en","type":"article","venue":"Geomorphology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"National Aeronautics and Space Administration","keywords":"Surge; Tributary; Glacier; Geology; Glacier morphology; Glacier terminus; Geomorphology; Ice stream; Oceanography; Cryosphere; Geography; Sea ice","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002208669,0.00007208293,0.0002054372,0.00002449423,0.0002606781,0.000004174224,0.0001562699,0.00002614048,0.02554273],"category_scores_gemma":[0.0000584518,0.00006987163,0.00004337544,0.0003384429,0.00009768178,0.00002690169,0.00004735273,0.0001224877,0.00006327595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004938305,"about_ca_system_score_gemma":0.00004956097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963999,"about_ca_topic_score_gemma":0.0002081039,"domain_scores_codex":[0.9992191,0.00006952837,0.000210778,0.0001477622,0.0001344973,0.0002183386],"domain_scores_gemma":[0.9995061,0.0001473799,0.0001068357,0.0001503746,0.00004768714,0.00004158988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000764177,0.00002543603,0.9727198,0.000005377858,0.0000234119,0.00004885555,0.000118079,0.0004758311,0.0000285119,0.00009147535,0.01890156,0.00748523],"study_design_scores_gemma":[0.0001341246,0.0002032185,0.7617456,5.22457e-7,0.00001174142,0.00003623251,0.0002030645,0.0004636425,0.000004208461,0.00009774546,0.2370336,0.00006635315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955159,0.0007446879,0.00003904098,0.0005232551,0.001786726,0.00008368131,0.0008263838,0.00001917021,0.0004611002],"genre_scores_gemma":[0.9975097,0.0001346919,0.0001734817,0.0006080216,0.0000560665,0.000001740408,0.001050728,0.000002313946,0.0004632728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.218132,"threshold_uncertainty_score":0.9753481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929077518075246,"score_gpt":0.2097303074621332,"score_spread":0.1904395322813807,"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."}}