{"id":"W2042171143","doi":"10.1038/npre.2011.6584.1","title":"Absence of historical temporal trends in monthly, seasonal, and annual streamflows for the Okanagan and Similkameen Rivers in south-central British Columbia, Canada","year":2011,"lang":"en","type":"preprint","venue":"Nature Precedings","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Streamflow; Surface runoff; Spring (device); Geography; Environmental science; Water year; Climatology; Physical geography; Hydrology (agriculture); Drainage basin; Ecology; Geology; Cartography; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004973377,0.0001271613,0.000196056,0.00132993,0.001619016,0.001101923,0.0004974342,0.000237554,0.001723134],"category_scores_gemma":[0.001580856,0.0001706616,0.000163091,0.002872773,0.0006579295,0.000293424,0.0003820167,0.0003359109,0.00016486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009818501,"about_ca_system_score_gemma":0.01165221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842441,"about_ca_topic_score_gemma":0.996923,"domain_scores_codex":[0.999568,0.00003318373,0.00003706823,0.00009672782,0.0001416649,0.0001233034],"domain_scores_gemma":[0.99751,0.0002448195,0.0003038871,0.0001099121,0.001475672,0.0003556851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007912198,0.00001841446,0.9882207,0.00003302046,0.00005370208,0.0001035319,0.0008973803,0.0002260955,0.0007955496,0.00009032602,0.0009689504,0.008513089],"study_design_scores_gemma":[0.000001544609,0.000004024459,0.9983405,0.000007097128,0.000009021451,0.00001525732,0.0007218124,0.0001165628,0.00009187569,0.000007148762,0.0006810931,0.000004075021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959373,0.0002351741,0.00006083219,0.000108409,0.000003328318,0.000008196384,0.001637806,0.000007069978,0.002001788],"genre_scores_gemma":[0.9966739,0.0001808973,0.0001328036,0.00003239202,0.000001612719,0.000008346582,0.001444662,0.000004149692,0.001521163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575589,"threshold_uncertainty_score":0.07123852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007146474143026314,"score_gpt":0.1981577825963942,"score_spread":0.1910113084533678,"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."}}