{"id":"W4414671573","doi":"10.5194/tc-19-4113-2025","title":"Will landscape responses reduce glacier sensitivity to climate change in High Mountain Asia?","year":2025,"lang":"en","type":"article","venue":"The cryosphere","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Glacier; Climate change; Debris; Rock glacier; Glacial period; Glacier morphology; Glacier mass balance; Global warming","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":[0.0007262423,0.0001889573,0.000246127,0.00002900862,0.0003738218,0.00007502861,0.0002051276,0.00007867438,0.001063125],"category_scores_gemma":[0.00007633174,0.0001377778,0.00006048751,0.0009713934,0.0000670363,0.0002131757,0.00007098378,0.000182946,0.0001927229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001763574,"about_ca_system_score_gemma":0.00005016234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01672727,"about_ca_topic_score_gemma":0.1838798,"domain_scores_codex":[0.9984728,0.0002365865,0.0002437784,0.0003502096,0.0002039918,0.0004927089],"domain_scores_gemma":[0.9989887,0.000461907,0.00005455241,0.0003595781,0.00005482804,0.00008041815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003976738,0.00003516629,0.9381256,0.00002522212,0.00002883912,0.00004777131,0.0009219638,0.001386042,0.00003297994,0.001123992,0.004202452,0.05367234],"study_design_scores_gemma":[0.0002550782,0.00008965679,0.9457694,0.00005101121,0.00001636345,0.000004053325,0.00114045,0.002373124,0.00001086098,0.0002836318,0.04983789,0.0001684655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852687,0.001410456,0.0001039892,0.007192966,0.0005131573,0.0004784453,0.0001514491,0.00006513586,0.004815742],"genre_scores_gemma":[0.9950351,0.0002280969,0.0002864715,0.002452646,0.0001877929,0.00002036397,0.00003036731,0.000005728135,0.00175346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671525,"threshold_uncertainty_score":0.99985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895200992145567,"score_gpt":0.252223443452651,"score_spread":0.2332714335311953,"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."}}