{"id":"W7127750620","doi":"","title":"A reconnaissance snow survey across Northwest Territories and Nunavut, Canada, April 2007","year":2008,"lang":"","type":"report","venue":"US Army Corps of Engineers: Engineer Research and Development Center (Knowledge Core)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Snow cover; Climate change; Snowmelt","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.01026678,0.003808263,0.004707634,0.002287973,0.001697201,0.0006637936,0.002452699,0.001677046,0.0003008406],"category_scores_gemma":[0.006076649,0.004095698,0.0003620944,0.003514833,0.003252956,0.0009306835,0.002853392,0.005404333,0.000189744],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005723585,"about_ca_system_score_gemma":0.02701607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2953321,"about_ca_topic_score_gemma":0.8851642,"domain_scores_codex":[0.9768472,0.0008054756,0.004964363,0.004220484,0.006224892,0.006937565],"domain_scores_gemma":[0.9752795,0.00389121,0.001237474,0.002441189,0.01287043,0.004280264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001637165,0.002336114,0.7949288,0.007569484,0.003503812,0.001897642,0.01021351,0.0002283314,0.000115122,0.00002640442,0.1662549,0.01128873],"study_design_scores_gemma":[0.003813152,0.0005967653,0.4256781,0.005143307,0.0000704979,0.001146319,0.0007191153,0.0008785438,0.001394061,0.000006049426,0.55696,0.003594029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8415745,0.1075,0.0007695686,0.00006178309,0.01250538,0.005945635,0.02774649,0.0004279141,0.003468721],"genre_scores_gemma":[0.9196757,0.04844998,0.002630157,0.00002836104,0.002155588,0.0007328244,0.01408398,0.001488582,0.01075483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5898321,"threshold_uncertainty_score":0.999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056056522235982,"score_gpt":0.335214782626291,"score_spread":0.2296091304026927,"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."}}