{"id":"W4200525594","doi":"10.1016/j.hydroa.2021.100117","title":"Controls of contemporary (2001–2018) springtime waterflow dynamics in a Large, snowmelt-dominated basin in northeastern North America","year":2021,"lang":"en","type":"article","venue":"Journal of Hydrology X","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Snowmelt; Environmental science; Forest cover; Snow cover; Advection; Snow; Hydrology (agriculture); Structural basin; Physical geography; Climatology; Geography; Ecology; Geology; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003863113,0.0001178602,0.0005698172,0.0001074834,0.00003842141,0.000009707881,0.0001724936,0.00006903687,0.0004338232],"category_scores_gemma":[0.0001374176,0.00009582518,0.00009796758,0.0004179698,0.00008602854,0.0001391614,0.00002419144,0.0002814196,0.00001285589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002019146,"about_ca_system_score_gemma":0.000154553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137591,"about_ca_topic_score_gemma":0.0715958,"domain_scores_codex":[0.9984928,0.0001660728,0.0007353841,0.0001390905,0.0001599278,0.000306666],"domain_scores_gemma":[0.9990633,0.0002341611,0.0003813586,0.0001269839,0.0001190492,0.00007514022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002391611,0.0001151091,0.9886559,0.000009204569,0.00005418498,0.000542016,0.0002747624,0.007453896,0.00001982769,0.000003438752,0.000142415,0.002490092],"study_design_scores_gemma":[0.001833585,0.0002989478,0.9257089,0.00002942521,0.00001524998,0.00006870869,0.0005218398,0.06582093,0.00001267097,0.00006470792,0.005534384,0.00009058721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954564,0.001575181,0.0001281246,0.001624772,0.0002763128,0.00008084802,0.00006313484,0.000003276687,0.0007919509],"genre_scores_gemma":[0.9986261,0.0002356547,0.0004473978,0.000504065,0.00005242032,5.082246e-7,0.00004274462,0.000003767065,0.00008740536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0694582,"threshold_uncertainty_score":0.9453452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319391451385775,"score_gpt":0.2141871635837201,"score_spread":0.2009932490698624,"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."}}