{"id":"W2907041732","doi":"10.1002/hyp.13373","title":"Streamwater ages in nested, seasonally cold Canadian watersheds","year":2018,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Environmental science; Watershed; Fraction (chemistry); Streamflow; Mean transit time; Hydrology (agriculture); TRACER; Geography; Geology; Chemistry; Drainage basin; Computer science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005011925,0.0002597921,0.0003890813,0.001158565,0.001511599,0.001096839,0.0008622323,0.0002928876,0.001016973],"category_scores_gemma":[0.001546914,0.0002108201,0.0003864602,0.001894392,0.0007203611,0.0004979956,0.0006338559,0.0002590066,0.0001108333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01483774,"about_ca_system_score_gemma":0.008580255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9807492,"about_ca_topic_score_gemma":0.9935604,"domain_scores_codex":[0.9996465,0.0000165005,0.0000116439,0.0001337193,0.00009622236,0.0000953831],"domain_scores_gemma":[0.9992958,0.00007836623,0.00009616054,0.00004309853,0.0003629566,0.0001236151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001670455,0.00004115991,0.9799697,0.00002728059,0.0001073269,0.000137008,0.001427531,0.004927065,0.003507298,0.0004093911,0.0005536748,0.008725585],"study_design_scores_gemma":[0.000003670315,0.000008495992,0.9926125,0.000006422856,0.00001728831,0.00001540516,0.0006265992,0.005500523,0.0003626333,0.00005413161,0.0007774411,0.00001495518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983896,0.00003358264,0.0002120803,0.00001467978,0.000001374501,0.000008402725,0.0008024224,0.00001831661,0.0005194574],"genre_scores_gemma":[0.9983518,0.0000284938,0.0004371552,0.000007828939,7.437899e-7,0.00000631119,0.0008210255,0.000008835761,0.0003378263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01925075,"threshold_uncertainty_score":0.1076559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263808680327248,"score_gpt":0.2172627491269267,"score_spread":0.2046246623236542,"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."}}