{"id":"W2618383739","doi":"10.1038/ngeo2964","title":"Beyond the water balance","year":2017,"lang":"en","type":"article","venue":"Nature Geoscience","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"","keywords":"Water balance; Water cycle; Environmental science; Balance (ability); Drainage basin; Climatology; Scale (ratio); Hydrology (agriculture); Geology; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009977786,0.0004705673,0.0005950006,0.0007748872,0.001462909,0.003810137,0.0008094187,0.001672699,0.0228667],"category_scores_gemma":[0.003433699,0.0002166481,0.0003677948,0.0007773012,0.007462123,0.01251725,0.003526953,0.003207423,0.002617849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001925487,"about_ca_system_score_gemma":0.002182538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007592517,"about_ca_topic_score_gemma":0.006188188,"domain_scores_codex":[0.9995137,0.0001439078,0.00001440925,0.0001383442,0.0001107197,0.00007894867],"domain_scores_gemma":[0.9994424,0.0001822592,0.00004097011,0.0001004631,0.0001293704,0.0001045365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001723564,0.00001206965,0.000380449,0.00005010568,0.0000109091,0.00003406066,0.0003138784,0.0007548637,0.0001999197,0.9626996,0.01502662,0.02050026],"study_design_scores_gemma":[0.000003937646,0.000006671507,0.0003050064,0.00006949332,0.000004812144,0.00001403411,0.0002519882,0.0005206788,0.00006957621,0.8744684,0.1242786,0.000006800665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02578689,0.02900004,0.05182415,0.1427126,0.006941162,0.00003224448,0.000905511,0.0002219727,0.7425754],"genre_scores_gemma":[0.7889377,0.02356908,0.009117534,0.01829759,0.006324002,0.0000887292,0.0006143783,0.0004831713,0.1525678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0228667,"threshold_uncertainty_score":0.07649672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097708144829314,"score_gpt":0.2255178154153234,"score_spread":0.2145407339670303,"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."}}