{"id":"W1978959611","doi":"10.5194/tc-9-1617-2015","title":"Impact of debris cover on glacier ablation and atmosphere–glacier feedbacks in the Karakoram","year":2015,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Department for International Development; Austrian Science Fund; Canadian Institute for Advanced Research; Western Canada Research Grid; Government of the United Kingdom; Compute Canada; International Development Research Centre","keywords":"Debris; Glacier; Geology; Glacier mass balance; Atmosphere (unit); Accumulation zone; Glacier ice accumulation; Elevation (ballistics); Geomorphology; Ablation zone; Altitude (triangle); Glacial period; Atmospheric sciences; Climatology; Cryosphere; Ice stream; Meteorology; Geography; 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":[0.0002912576,0.0006612713,0.0006031748,0.0002893045,0.0006370649,0.001064843,0.0006990706,0.0009637544,0.001569928],"category_scores_gemma":[0.0008374202,0.0004140695,0.0008753075,0.0003444609,0.0005810088,0.0006225823,0.0006150124,0.0006867436,0.0001462288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536198,"about_ca_system_score_gemma":0.001112529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06543265,"about_ca_topic_score_gemma":0.04948081,"domain_scores_codex":[0.999867,0.00003651274,0.000008898322,0.00002927107,0.00001511911,0.00004312575],"domain_scores_gemma":[0.9997179,0.0001242042,0.00003981555,0.00002513984,0.00002742768,0.00006556408],"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":[0.0005149315,0.0003462639,0.08449694,0.00006801552,0.000240581,0.000471569,0.0002378954,0.8974935,0.01309685,0.0006932967,0.0002829511,0.002057256],"study_design_scores_gemma":[0.000320196,0.0002985528,0.0717617,0.0000106766,0.0001421566,0.00007083566,0.0002343314,0.9242935,0.002185891,0.0003095403,0.0003313723,0.00004126704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992872,0.00002456005,0.0001498845,0.00003767008,0.000004769255,0.000003665492,0.00006928707,0.00001718743,0.0004058162],"genre_scores_gemma":[0.9996275,0.00001883399,0.0001347403,0.0000132119,0.00000238748,0.000003682025,0.00009306387,0.000005294264,0.0001012767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06543265,"threshold_uncertainty_score":0.1301035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274451152988663,"score_gpt":0.2519822947877565,"score_spread":0.2245371794888902,"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."}}