{"id":"W4249790996","doi":"10.5194/tcd-9-2259-2015","title":"Impact of debris cover on glacier ablation and atmosphere-glacier feedbacks in the Karakoram","year":2015,"lang":"en","type":"preprint","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Austrian Science Fund; Western Canada Research Grid; Compute Canada","keywords":"Debris; Glacier; Geology; Atmosphere (unit); Glacier mass balance; Accumulation zone; Ablation zone; Glacial period; Glacier ice accumulation; Altitude (triangle); Geomorphology; Atmospheric sciences; Physical geography; Climatology; Cryosphere; Meteorology; Geography; Ice stream; Geometry","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":[0.0002983564,0.0006777579,0.0006050397,0.0002938989,0.0005971142,0.001099416,0.000719087,0.0009795079,0.001523205],"category_scores_gemma":[0.0008834553,0.0003988644,0.0009092253,0.0003529931,0.000586809,0.0006079038,0.0006289245,0.0006755048,0.0001459821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506429,"about_ca_system_score_gemma":0.001125196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06875411,"about_ca_topic_score_gemma":0.05116644,"domain_scores_codex":[0.9998622,0.00003832078,0.000009398331,0.00003007936,0.00001627275,0.00004363927],"domain_scores_gemma":[0.9997085,0.0001327926,0.00004097332,0.00002687985,0.00002837508,0.00006249157],"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":[0.0004356518,0.0002550739,0.06862418,0.00006124928,0.0002095565,0.0003904366,0.0001981398,0.9169861,0.01025395,0.0005821526,0.0002315224,0.001771981],"study_design_scores_gemma":[0.0002969875,0.0003013334,0.06644385,0.00001143052,0.0001369417,0.00007180042,0.00022454,0.9297481,0.002070596,0.0002935432,0.0003586347,0.00004237052],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991913,0.00002675769,0.0001667522,0.00003797072,0.000005227853,0.000004175989,0.00008358289,0.0000182181,0.0004659284],"genre_scores_gemma":[0.9995876,0.0000200374,0.0001476684,0.00001280778,0.000002265481,0.000004127994,0.0001062137,0.000005813992,0.0001133829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06875411,"threshold_uncertainty_score":0.1367078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550118497770099,"score_gpt":0.2730420692853966,"score_spread":0.2375408843076956,"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."}}