{"id":"W4391103622","doi":"10.1175/jhm-d-23-0149.1","title":"Does the Operation of a Reservoir Alter Its Interactions with the Atmosphere? Investigating the Role of Advective Fluxes on Energy and Hydrological Balances of the Romaine-2 Subarctic Hydropower Reservoir","year":2024,"lang":"en","type":"article","venue":"Journal of Hydrometeorology","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; Institut National de la Recherche Scientifique; Université Laval; American Water (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Subarctic climate; Hydropower; Advection; Atmosphere (unit); Environmental science; Hydrology (agriculture); Atmospheric sciences; Geology; Meteorology; Geotechnical engineering; Geography; Oceanography; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008370242,0.000182109,0.0003431012,0.00003028076,0.000289749,0.00002365839,0.0006112808,0.0000657642,0.0001183974],"category_scores_gemma":[0.0002479233,0.0000539662,0.0001249492,0.0003859839,0.001545086,0.0002453433,0.0003967047,0.000386837,0.000001245875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006069536,"about_ca_system_score_gemma":0.00003255043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004097911,"about_ca_topic_score_gemma":0.002224778,"domain_scores_codex":[0.9977869,0.0007922658,0.0005145866,0.0002204653,0.0004621006,0.0002237116],"domain_scores_gemma":[0.9978716,0.00121231,0.0005010267,0.0003164354,0.00005828332,0.00004028558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001438155,0.0005628244,0.05332974,0.00009687174,0.00213622,0.00005022966,0.01768858,0.2127259,0.6792609,0.02850717,0.002628785,0.00157463],"study_design_scores_gemma":[0.001637527,0.012152,0.1172145,0.000715044,0.0009567189,0.001380944,0.01051555,0.1071441,0.4957651,0.2383771,0.01352977,0.0006115648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799873,0.0008966117,0.00002425283,0.01608056,0.0001979049,0.0001222688,0.000008236873,0.000005308712,0.00267757],"genre_scores_gemma":[0.9992551,0.00006472409,0.00007642269,0.0003001369,0.00007661887,0.00001831548,3.846809e-7,0.00001388361,0.0001944814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098699,"threshold_uncertainty_score":0.5692933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007871884158347614,"score_gpt":0.2263183987072388,"score_spread":0.2184465145488912,"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."}}