{"id":"W4252341451","doi":"10.31223/x5g03w","title":"Modelled Soil Temperature Sensitivity to Variable Snow and Vegetation Conditions in Low-Relief Coastal Mountains, Nunatsiavut and NunatuKavut, Labrador","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"","keywords":"Tundra; Snow; Permafrost; Ecotype; Biome; Environmental science; Snow field; Vegetation (pathology); Physical geography; Precipitation; Arctic; Snow cover; Ecosystem; Ecology; Geology; Geography; Oceanography; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001778672,0.0003568415,0.000269208,0.0002050628,0.0005941454,0.0007281868,0.001044554,0.0005157318,0.001374424],"category_scores_gemma":[0.0005094293,0.0002599643,0.0005379392,0.0004391803,0.0004831154,0.0002743707,0.0003371336,0.0003658126,0.0001449172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003303154,"about_ca_system_score_gemma":0.001931102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.623472,"about_ca_topic_score_gemma":0.6484613,"domain_scores_codex":[0.9999163,0.00001587378,0.000004317679,0.00002714167,0.00000904947,0.00002728982],"domain_scores_gemma":[0.9998253,0.00005194806,0.00001811979,0.00001621038,0.00004501608,0.00004345791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002904798,0.0001188934,0.1805445,0.00004673602,0.0001099814,0.0002988056,0.0002157154,0.8105786,0.003793345,0.0004164234,0.0007910765,0.002795492],"study_design_scores_gemma":[0.0001936154,0.0001113697,0.1586397,0.00002223102,0.00006880551,0.00005998977,0.0006219817,0.837679,0.001266736,0.0002156949,0.001076205,0.00004463064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979843,0.00002439878,0.0001572753,0.00002631298,0.000004204111,0.00000721484,0.000791695,0.00002701261,0.0009776142],"genre_scores_gemma":[0.9984866,0.00001960295,0.0002878693,0.000007896761,0.000001264159,0.00001359308,0.0008154283,0.000007639626,0.0003601099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.376528,"threshold_uncertainty_score":0.7574908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287428394561301,"score_gpt":0.2295065900066939,"score_spread":0.2166323060610809,"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."}}