{"id":"W2926292303","doi":"10.15201/hungeobull.68.1.2","title":"The Devdoraki Glacier Catastrophes, Georgian Caucasus","year":2019,"lang":"en","type":"article","venue":"Hungarian Geographical Bulletin","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Shota Rustaveli National Science Foundation; National Science Foundation","keywords":"Geology; Glacier; Advanced Spaceborne Thermal Emission and Reflection Radiometer; Surge; Physical geography; Digital elevation model; Volcano; Lava; Natural hazard; Geomorphology; Oceanography; Seismology; Remote sensing; Geography","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":[0.0001153397,0.0002486112,0.0001922183,0.001271213,0.000391501,0.000516196,0.0001762497,0.000202608,0.001008558],"category_scores_gemma":[0.0002519354,0.00009611781,0.0002064597,0.0008988193,0.0003076131,0.0002091607,0.0006074414,0.0002169669,0.0002386115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008301981,"about_ca_system_score_gemma":0.001052627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1174028,"about_ca_topic_score_gemma":0.2148424,"domain_scores_codex":[0.9999166,0.00000828934,0.000006706053,0.00002390343,0.00002096538,0.00002360562],"domain_scores_gemma":[0.9998559,0.000008639749,0.00004806051,0.00001215656,0.00002864645,0.00004669999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001158158,0.00005068098,0.9591815,0.0002161693,0.00009489254,0.002184307,0.002827826,0.002329948,0.002428713,0.0008566433,0.00539008,0.02432354],"study_design_scores_gemma":[0.000003222605,0.000008192227,0.9938492,0.00003089011,0.0000115442,0.0002487969,0.001344561,0.0004726317,0.00005654955,0.00009320281,0.003875705,0.000005430479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994651,0.0004359905,0.000101373,0.00008326731,0.00001281673,0.00001737826,0.001596401,0.00001699171,0.003084773],"genre_scores_gemma":[0.9956303,0.000339832,0.0002556457,0.00003604173,0.000007418652,0.00001664296,0.002785217,0.000007689111,0.000921109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174028,"threshold_uncertainty_score":0.2334388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006158304811213936,"score_gpt":0.1778777113975304,"score_spread":0.1717194065863165,"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."}}