{"id":"W4283167023","doi":"10.5194/icg2022-23","title":"Modern landscape change in High Mountain Asia (1950-present)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Glacier; Permafrost; Landslide; Climate change; Physical geography; Rockfall; Glacial period; Plateau (mathematics); Geology; Fluvial; Debris; Earth science; Rock glacier; Sediment; Landform; Hydrology (agriculture); Geomorphology; Geography; Structural basin; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001342237,0.00009047827,0.00006567404,0.0006437399,0.0004027573,0.0008286427,0.0001878057,0.000194393,0.009263338],"category_scores_gemma":[0.000282396,0.00005369669,0.0001442247,0.001808875,0.0003855752,0.0006149532,0.0004569669,0.0002141053,0.0005093009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001813,"about_ca_system_score_gemma":0.0002781041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04407579,"about_ca_topic_score_gemma":0.05151089,"domain_scores_codex":[0.9999564,0.000006331385,0.000002326292,0.00001049567,0.000006700637,0.0000177881],"domain_scores_gemma":[0.9998904,0.000007167594,0.00003015929,0.0000131012,0.00002259436,0.00003647701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001880167,0.0001065416,0.80962,0.0002272338,0.0001428344,0.001099281,0.01183436,0.002265242,0.001572332,0.01403371,0.02267622,0.1362342],"study_design_scores_gemma":[0.000002337889,0.00002168327,0.9786893,0.00001477177,0.000008151608,0.0001345832,0.001336957,0.0002236977,0.0000663467,0.0004687511,0.01903055,0.000002868432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594157,0.002353363,0.0003358328,0.001201065,0.00006112162,0.00001089779,0.005188431,0.00004859819,0.03138504],"genre_scores_gemma":[0.9945151,0.0006656976,0.0001657115,0.00004890346,0.00004057949,0.000006065052,0.001460964,0.000007390195,0.003089695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04407579,"threshold_uncertainty_score":0.0876385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04804744386343375,"score_gpt":0.2555930921223469,"score_spread":0.2075456482589132,"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."}}