{"id":"W7066313563","doi":"","title":"Ground temperature observations, Fort Yukon, Alaska","year":2016,"lang":"en","type":"other","venue":"US Army Corps of Engineers: Engineer Research and Development Center (Knowledge Core)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cold Regions Research and Engineering Laboratory; U.S. Army Corps of Engineers","keywords":"Air temperature; Hydrology (agriculture); Permafrost; Precipitation; Atmospheric temperature","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"],"consensus_categories":[],"category_scores_codex":[0.0006682796,0.0005816041,0.0006801806,0.001417189,0.0002156288,0.0001115915,0.001359782,0.0005705961,0.0001527836],"category_scores_gemma":[0.0001583714,0.0004644241,0.00009169405,0.000664733,0.0002676185,0.0002123746,0.0009558528,0.0007809987,0.0001644612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542682,"about_ca_system_score_gemma":0.0003919784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011783,"about_ca_topic_score_gemma":0.00006942459,"domain_scores_codex":[0.996925,0.00005366985,0.0005465591,0.0008417133,0.0006661686,0.0009668915],"domain_scores_gemma":[0.9979348,0.0002681275,0.0001293276,0.0008878351,0.0005119526,0.0002680221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002078867,0.0003739586,0.003717623,0.0007209179,0.0006377146,0.00005775157,0.0019368,0.000001856608,0.0001461501,0.03746426,0.9474246,0.007497598],"study_design_scores_gemma":[0.001011121,0.0001130778,0.002745562,0.0008149846,0.000008483561,0.00002209765,0.00006684339,0.0001404078,0.0002316602,0.0005747116,0.9936591,0.0006119235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03073776,0.09328419,0.3659308,0.002766545,0.01354475,0.007764886,0.0006574436,0.006435895,0.4788778],"genre_scores_gemma":[0.05117316,0.005978022,0.07602511,0.0001588552,0.0009775349,0.0006005344,0.0003235369,0.0006795498,0.8640837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.385206,"threshold_uncertainty_score":0.9997808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05851400565465849,"score_gpt":0.299532382806403,"score_spread":0.2410183771517445,"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."}}