{"id":"W6940822928","doi":"10.7939/r3-acvv-rh06","title":"Streamflow is changing in rivers across Alberta: assessing regional variation in changing hydrologic indices","year":2020,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Streamflow; Riparian zone; Hydrology (agriculture); Water balance; Water cycle; Climate change; STREAMS; Boreal; Water resources","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007173872,0.0001801095,0.000184887,0.001499739,0.000698275,0.0009543456,0.0004359795,0.0002283836,0.0003884249],"category_scores_gemma":[0.001394403,0.0001398461,0.0002055508,0.002451992,0.0004642557,0.0003043474,0.0004469928,0.0002584885,0.00007124039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004994438,"about_ca_system_score_gemma":0.003627623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8366014,"about_ca_topic_score_gemma":0.938283,"domain_scores_codex":[0.9996719,0.00004641667,0.00002575432,0.00006607654,0.0001184073,0.0000713697],"domain_scores_gemma":[0.9990903,0.0001447694,0.0001979926,0.00003960073,0.0003904686,0.0001370006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004278618,0.00002428554,0.9935457,0.000006252349,0.00002960717,0.00005837267,0.0003891313,0.000492452,0.0004858077,0.00004819432,0.0001341672,0.004743289],"study_design_scores_gemma":[6.263306e-7,0.000007675636,0.9988685,0.000002007372,0.000006597946,0.00001389348,0.0004211742,0.0004597856,0.00005274294,0.000009480929,0.0001554651,0.000002052594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987885,0.00006503196,0.0001200812,0.00002676989,0.000001913305,0.000008209234,0.0002785008,0.000008632477,0.0007023823],"genre_scores_gemma":[0.9984128,0.0001012971,0.0003917041,0.00001555773,0.000002594199,0.00000742332,0.000562051,0.000002867125,0.0005037432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1633986,"threshold_uncertainty_score":0.3287218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084363879349425,"score_gpt":0.2007159996121722,"score_spread":0.1898723608186779,"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."}}