{"id":"W4231416008","doi":"10.5194/hess-2016-260","title":"Field-scale water balance closure in seasonally frozen conditions","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowmelt; Water balance; Groundwater recharge; Surface runoff; Hydrology (agriculture); Environmental science; Snow; Evapotranspiration; Snowpack; Precipitation; Water content; Groundwater; Geology; Aquifer; Geography; Ecology; Geomorphology; Meteorology","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":[0.0009870487,0.0001371599,0.000282196,0.000446977,0.0006592711,0.0007291899,0.00075474,0.0002261017,0.001358384],"category_scores_gemma":[0.002301735,0.0001368872,0.0001373567,0.0007987409,0.0007464023,0.0006717278,0.0004122895,0.0005055235,0.0001300212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297897,"about_ca_system_score_gemma":0.001554321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3181371,"about_ca_topic_score_gemma":0.4130577,"domain_scores_codex":[0.9997306,0.0000383993,0.00001189465,0.00009981795,0.00006003118,0.00005913939],"domain_scores_gemma":[0.998276,0.0003678423,0.0003718433,0.0002712312,0.0005430651,0.0001700756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009338698,0.000674342,0.8407572,0.0001551654,0.0001934152,0.0004246051,0.002509405,0.02771404,0.05246036,0.001268574,0.005482783,0.06742626],"study_design_scores_gemma":[0.0000372155,0.0001711578,0.9472539,0.00002462646,0.00002310172,0.00004094443,0.001319132,0.04124686,0.005280572,0.0007678572,0.003805408,0.00002919455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942299,0.00003117269,0.002230769,0.00003753613,0.000006112687,0.00005502363,0.001418234,0.0001436346,0.001847542],"genre_scores_gemma":[0.9968705,0.00001623031,0.001427819,0.00003356901,0.000001725767,0.00004312825,0.001156909,0.000016117,0.0004339392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3181371,"threshold_uncertainty_score":0.6325707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376378120203339,"score_gpt":0.2237840334172362,"score_spread":0.2100202522152028,"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."}}