{"id":"W4392242328","doi":"10.1007/s10584-024-03698-2","title":"The evolution of “riskscapes”: 100 years of climate change and mountaineering activity in the Lake Louise area of the Canadian Rockies","year":2024,"lang":"en","type":"article","venue":"Climatic Change","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mountaineering; Climate change; Geography; Physical geography; Climbing; Geology; Archaeology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003667953,0.00006055174,0.0001139744,0.00003049902,0.000143011,0.00002086986,0.0001380892,0.00002724342,0.00004151143],"category_scores_gemma":[0.00005311744,0.00003255748,0.00003845333,0.0003628444,0.0001109524,0.00008004631,0.00002266338,0.00007359875,0.000001465747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000013902,"about_ca_system_score_gemma":0.00002882858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1471035,"about_ca_topic_score_gemma":0.9212728,"domain_scores_codex":[0.9994346,0.00003860598,0.0001458054,0.00007739281,0.0001406712,0.0001629377],"domain_scores_gemma":[0.9994379,0.0003110214,0.0000635103,0.0001480929,0.00001909723,0.00002033297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001493883,0.00001679235,0.8900432,0.0005365133,0.00003202743,0.000003032632,0.02328497,0.0001405643,0.00001423106,0.001138563,0.0001189225,0.08465627],"study_design_scores_gemma":[0.00004802991,0.00002554102,0.9797043,0.0001199416,0.0000181466,0.000001354862,0.003039182,0.01556683,0.000002254422,0.0002364827,0.001201782,0.00003614327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922735,0.005368579,0.00000253064,0.001135246,0.000190443,0.0003117245,0.0002058707,0.000004362641,0.000507749],"genre_scores_gemma":[0.9984342,0.001448206,0.00001204001,0.00003520257,0.00004437008,0.00001172295,0.000004509965,0.000002077894,0.000007657176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7741693,"threshold_uncertainty_score":0.858576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05351689686992802,"score_gpt":0.2356519986498307,"score_spread":0.1821351017799026,"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."}}