{"id":"W1527080513","doi":"10.1002/wat2.1098","title":"The changing water cycle: the Boreal Plains ecozone of Western Canada","year":2015,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Water","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Global Institute for Water Security; Concordia University; University of Saskatchewan","funders":"Natural Resources Canada; Global Institute for Water Security, University of Saskatchewan","keywords":"Ecotone; Climate change; Environmental science; Water cycle; Boreal; Ecosystem; Vegetation (pathology); Disturbance (geology); Environmental resource management; Ecology; Geology","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":[0.0002569976,0.0002319001,0.0002210158,0.001334716,0.003809301,0.002703955,0.0006553102,0.0003339782,0.001588323],"category_scores_gemma":[0.0006169645,0.0001222653,0.0002270103,0.004426974,0.001151987,0.0006395957,0.0009372659,0.0005059128,0.0001017392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04326944,"about_ca_system_score_gemma":0.04876077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986576,"about_ca_topic_score_gemma":0.9994478,"domain_scores_codex":[0.9996985,0.00001918057,0.00001322009,0.00004322384,0.00009918902,0.0001267818],"domain_scores_gemma":[0.9995604,0.00002314548,0.00003999722,0.00001105517,0.0002053368,0.0001599771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002242192,0.0001087693,0.8134704,0.0004970923,0.0002043668,0.002610758,0.01790498,0.003433251,0.004223399,0.01061601,0.02442209,0.1222847],"study_design_scores_gemma":[0.00001013842,0.00001350619,0.9553742,0.0001380939,0.00004808148,0.000197035,0.01416347,0.001194375,0.0002193218,0.0005932055,0.02799876,0.00004983726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404981,0.01053996,0.0006507414,0.005589963,0.0001241929,0.0001005189,0.008827964,0.00009217011,0.03357631],"genre_scores_gemma":[0.9877602,0.00422477,0.0008159379,0.0004151532,0.00001840757,0.00001926727,0.001887646,0.00002014155,0.00483855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04326944,"threshold_uncertainty_score":0.3139432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389974687861788,"score_gpt":0.2398392428127117,"score_spread":0.2259394959340938,"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."}}