{"id":"W2538907476","doi":"10.1002/2016jf004054","title":"Ground surface temperature and humidity, ground temperature cycles and the ice table depths in University Valley, McMurdo Dry Valleys of Antarctica","year":2016,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Water table; Geology; Humidity; Atmospheric sciences; Environmental science; Hydrology (agriculture); Groundwater; Meteorology; Geotechnical engineering; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001287184,0.0001213549,0.0001289413,0.0003029587,0.00049961,0.0004871617,0.0002844794,0.0001897355,0.0006223224],"category_scores_gemma":[0.000302726,0.00008884051,0.0001199139,0.0004555773,0.0003556789,0.000182145,0.0002242917,0.0001558512,0.00005876534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136034,"about_ca_system_score_gemma":0.0004485845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1970905,"about_ca_topic_score_gemma":0.3830308,"domain_scores_codex":[0.9999545,0.00001015046,0.000001831959,0.000009933631,0.000008424817,0.00001523497],"domain_scores_gemma":[0.9998537,0.00004706167,0.00003216714,0.00001044084,0.00002092057,0.00003555906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002424214,0.00007447535,0.965389,0.00004074531,0.00005770122,0.0002289282,0.0009317808,0.009080101,0.01651864,0.0002268574,0.0004077168,0.00680157],"study_design_scores_gemma":[0.000009177508,0.00002739937,0.9921926,0.000005214416,0.000008142733,0.00002323967,0.0008072908,0.005518463,0.0009496548,0.000042949,0.0004106341,0.000005349738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996564,0.00001471147,0.00002265998,0.000009894067,3.411658e-7,0.000001183114,0.00009577014,0.000002199465,0.0001967384],"genre_scores_gemma":[0.9997656,0.00001286074,0.00006701169,0.000004728873,3.921258e-7,0.000002034573,0.00007945074,8.135922e-7,0.0000672196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1970905,"threshold_uncertainty_score":0.3918867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173484653458857,"score_gpt":0.2708723088784567,"score_spread":0.253523843532571,"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."}}