{"id":"W7008348619","doi":"","title":"Assessing the accuracy of SpotWX during the winter season in backcountry locations within the South Columbia Mountain Range, British Columbia","year":2020,"lang":"en","type":"report","venue":"Arca (British Columbia Electronic Library Network)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Winter season; Latitude; Seasonality; Climate change","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000685333,0.0004148439,0.0003214084,0.001434009,0.001117396,0.00138992,0.001059816,0.0003219668,0.002880952],"category_scores_gemma":[0.003721938,0.0002954161,0.0001967048,0.003623164,0.0003685527,0.0005008056,0.0007146533,0.0003918322,0.001382442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005521027,"about_ca_system_score_gemma":0.00733088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854909,"about_ca_topic_score_gemma":0.9945963,"domain_scores_codex":[0.9991789,0.00008249057,0.00004444853,0.0001153751,0.000429536,0.0001492498],"domain_scores_gemma":[0.995128,0.0002698365,0.0003240858,0.0001463559,0.003863318,0.000268281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001282415,0.00003719225,0.9486974,0.0001123515,0.00006870914,0.000151543,0.001123636,0.001834716,0.001382391,0.0001050899,0.01686624,0.02949257],"study_design_scores_gemma":[0.000004269928,0.00001019741,0.9935588,0.00004240376,0.0000155513,0.00002832976,0.002178323,0.001326542,0.000252564,0.00001817561,0.002555253,0.000009499314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511638,0.0004936621,0.0008039121,0.0004082834,0.0000524497,0.00008862049,0.02503997,0.0001355698,0.02181372],"genre_scores_gemma":[0.9584322,0.000709116,0.002289969,0.0001438212,0.00001262895,0.00009205089,0.01805326,0.00005676404,0.02021003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01450908,"threshold_uncertainty_score":0.04005808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214962834403454,"score_gpt":0.2391706137845162,"score_spread":0.2270209854404817,"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."}}