{"id":"W4249916857","doi":"10.24124/2010/bpgub715","title":"The impact of climate change and harvest of mountain pine beetle stands on streamflow in northern British Columbia","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Streamflow; Climate change; Mountain pine beetle; Forestry; Geography; Physical geography; Environmental science; Climatology; Geology; Oceanography; Drainage basin; Cartography","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":[0.0004451876,0.0002673734,0.0002897266,0.0004667302,0.001024518,0.001513399,0.0008653644,0.0008588253,0.004385504],"category_scores_gemma":[0.00110611,0.0002954176,0.0005070145,0.0008486563,0.0004458425,0.0004877065,0.0005799151,0.0009830339,0.0003903089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01661189,"about_ca_system_score_gemma":0.007896339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9656325,"about_ca_topic_score_gemma":0.9846225,"domain_scores_codex":[0.9996232,0.00006377861,0.00002082975,0.00005406186,0.00006522897,0.0001729369],"domain_scores_gemma":[0.9992929,0.00009334102,0.00006387658,0.00002953937,0.0002702584,0.0002501058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001354953,0.0003610201,0.9220604,0.00009771514,0.0004538959,0.0016037,0.0006050696,0.0397534,0.004313908,0.001787095,0.01591805,0.01169079],"study_design_scores_gemma":[0.0000506554,0.00003044369,0.9799263,0.00002188046,0.000104807,0.00005806689,0.001639204,0.01496632,0.0004842761,0.0002124564,0.002469588,0.00003607849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908938,0.0001627059,0.00004012394,0.0009202325,0.00001827574,0.00001069179,0.002859143,0.00001448931,0.005080476],"genre_scores_gemma":[0.994859,0.0001845185,0.00004806466,0.0001359668,0.000005388109,0.000006501694,0.001300611,0.000005535256,0.003454429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0343675,"threshold_uncertainty_score":0.1205283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283046105405538,"score_gpt":0.2493975703703619,"score_spread":0.2365671093163065,"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."}}