{"id":"W24087561","doi":"10.1007/978-3-540-73936-4_18","title":"The Influence of Lakes on the Regional Energy and Water Balance of the Central Mackenzie River Basin","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo; Environment and Climate Change Canada; McMaster University","funders":"","keywords":"Water balance; Precipitation; Environmental science; Structural basin; Drainage basin; Snow; Hydrology (agriculture); Energy balance; Evaporation; Latitude; Water cycle; Atmosphere (unit); Climatology; Geology; Geography; Ecology; Meteorology; Geomorphology","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":[0.000120517,0.000129383,0.0001078514,0.0003770821,0.0003621997,0.0009169202,0.0002420341,0.0001638411,0.001440583],"category_scores_gemma":[0.0003504955,0.0001671947,0.0001610152,0.000594069,0.0005536494,0.000560625,0.000489778,0.0002601649,0.00009397502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343081,"about_ca_system_score_gemma":0.0008590909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1100928,"about_ca_topic_score_gemma":0.3693715,"domain_scores_codex":[0.999964,0.000009830793,0.000002259476,0.000007747896,0.000008515067,0.000007746818],"domain_scores_gemma":[0.9999506,0.00002332735,0.000009005245,0.000002828186,0.000008957768,0.000005153087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004468429,0.00005377072,0.2264972,0.0007367941,0.0004398605,0.001746633,0.009355193,0.04773214,0.0210091,0.1908003,0.03068645,0.4704956],"study_design_scores_gemma":[0.00002268487,0.00007168697,0.7853141,0.0003687342,0.0002988485,0.0003644956,0.003361632,0.01284517,0.003320678,0.04255353,0.1514073,0.00007118122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8302218,0.01935411,0.0009762565,0.003937707,0.00007572148,0.00001351618,0.0005284994,0.00004466732,0.1448477],"genre_scores_gemma":[0.9815683,0.006137458,0.0005424018,0.0001758862,0.00004262877,0.000008384559,0.0000700344,0.00002314075,0.01143179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8899072,"threshold_uncertainty_score":0.218904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498833850210809,"score_gpt":0.1868667792817353,"score_spread":0.1618784407796272,"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."}}