{"id":"W7127199610","doi":"10.18357/wg25202319","title":"Cataloguing of rock glaciers in dissimilar regions of the Mackenzie Mountains","year":2023,"lang":"","type":"article","venue":"Western Geography","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Lethbridge","funders":"","keywords":"Glacier; Rock glacier; Digital elevation model; Lithology; Elevation (ballistics); Climate change; Spatial distribution","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":[],"consensus_categories":[],"category_scores_codex":[0.000397935,0.0002551269,0.0004352055,0.0005823061,0.0001464923,0.00003975003,0.0007010589,0.0001586962,0.000524604],"category_scores_gemma":[0.00002623823,0.0001971591,0.0003938522,0.002997092,0.0002784105,0.0001942874,0.0001288211,0.0002581853,0.0001023149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005203273,"about_ca_system_score_gemma":0.00006206449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01183192,"about_ca_topic_score_gemma":0.06001451,"domain_scores_codex":[0.9977929,0.0001454548,0.0006241929,0.0003831565,0.0004496576,0.0006046325],"domain_scores_gemma":[0.9986221,0.0002510852,0.0003154661,0.0006471223,0.0000496024,0.000114602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004192473,0.00003790936,0.9918278,0.000295105,0.00003901621,0.00001300928,0.003578759,0.003296999,0.0001536502,0.00001036725,0.0003648702,0.0003405586],"study_design_scores_gemma":[0.0003978839,0.000110413,0.9894273,0.0004060188,0.00005183008,0.00000551558,0.003020233,0.002550876,0.0001806714,0.0001594458,0.003475925,0.0002138501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854878,0.001615047,0.000003038026,0.000761405,0.0008473026,0.0003962431,0.01046104,0.00001695608,0.0004111788],"genre_scores_gemma":[0.9952732,0.00233676,0.000002207311,0.000184996,0.00005797906,0.000002704211,0.001964299,0.00001069099,0.0001671825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0481826,"threshold_uncertainty_score":0.9947484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03525737423447373,"score_gpt":0.2520599683728714,"score_spread":0.2168025941383976,"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."}}