{"id":"W70819578","doi":"","title":"An Avalanche Terrain Assessment of Proposed Manitoba Mountain and Whistle Stop Hut-to-Hut Systems Using a Geographical Information System","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terrain; Geography; Recreation; Wilderness area; Raster graphics; Geographic information system; Peninsula; Physical geography; Cartography; Wilderness; Remote sensing; Archaeology; Computer science; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315515,0.0001419392,0.0001535573,0.0002276001,0.0002697949,0.0003026285,0.0006553106,0.0001270692,0.0001425396],"category_scores_gemma":[0.00007591894,0.0001071194,0.00003624671,0.0004985849,0.0005231536,0.001179741,0.0002395639,0.0003105639,0.00002883821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968383,"about_ca_system_score_gemma":0.00007435117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196505,"about_ca_topic_score_gemma":0.0002938643,"domain_scores_codex":[0.9979975,0.00003595468,0.0003695408,0.0003183416,0.0009964501,0.0002821666],"domain_scores_gemma":[0.9991513,0.00003341436,0.000201154,0.0002907771,0.00009883357,0.0002245408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001138834,0.0003475885,0.5468871,0.00008661162,0.0000683214,0.00001379086,0.004655511,0.04644479,0.3681326,0.01632199,0.0007448663,0.01618293],"study_design_scores_gemma":[0.0005039204,0.0001058159,0.264639,0.000166245,0.00002096405,0.0001191185,0.003884003,0.7270946,0.000747479,0.00005628687,0.00233627,0.0003262926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872241,0.000003053963,0.00715801,0.0002269836,0.001744344,0.0003705266,0.00001876457,0.0000391769,0.003215011],"genre_scores_gemma":[0.9944658,0.000002406053,0.005272796,0.00005816803,0.00008609628,0.00001265475,0.00001193459,0.000007476725,0.00008266272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6806498,"threshold_uncertainty_score":0.4368201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00882537609214639,"score_gpt":0.2715335201998725,"score_spread":0.2627081441077261,"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."}}