{"id":"W3208504384","doi":"10.7939/r3-cp0y-cs89","title":"Mountain pine beetle and forest harvest effects on hydrologic processes and streamflow in the Alberta Foothills","year":2021,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foothills; Streamflow; Hydrology (agriculture); Environmental science; Forestry; Mountain pine beetle; Geography; Agroforestry; Geology; Drainage basin","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":[0.0003749311,0.0001907326,0.0001754027,0.0005372887,0.0005554092,0.000880634,0.0004231923,0.0002236728,0.0008295469],"category_scores_gemma":[0.0006186565,0.0001197889,0.0002659725,0.0008001095,0.0005356904,0.0001701735,0.0003536674,0.0002888897,0.0000931224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008942885,"about_ca_system_score_gemma":0.006339089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9505143,"about_ca_topic_score_gemma":0.9771041,"domain_scores_codex":[0.9997552,0.00003191316,0.000008403648,0.00004398073,0.00007383509,0.00008654189],"domain_scores_gemma":[0.9995919,0.00006913003,0.00006002262,0.00001929554,0.0001175334,0.0001422059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003245234,0.0002255987,0.9744241,0.00003657674,0.0001268215,0.000358939,0.0008568681,0.006107377,0.003108182,0.0003777812,0.001252598,0.01280062],"study_design_scores_gemma":[0.000009109608,0.00001964844,0.9969637,0.000006214062,0.00001798064,0.00001123376,0.0005807594,0.001871099,0.0001139603,0.00003917756,0.000361402,0.000005700625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988824,0.00006265478,0.00004131237,0.00005046086,0.000002446831,0.000005213438,0.0002811155,0.000006514225,0.0006679485],"genre_scores_gemma":[0.9984705,0.00009308062,0.0001249235,0.00002823853,0.000002935193,0.000005172697,0.0004301559,0.00000278645,0.000842208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04948568,"threshold_uncertainty_score":0.09955418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004078171854239073,"score_gpt":0.1609457937942285,"score_spread":0.1568676219399895,"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."}}