{"id":"W7017989295","doi":"","title":"Climate change effect on water quantity in southern Ontario watersheds","year":2008,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Streamflow; Surface runoff; Watershed; Spring (device); Water resources; Hydrology (agriculture); Effects of global warming","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":[0.0001773542,0.00009458069,0.0001689367,0.0003837834,0.0009745572,0.0007429786,0.0002203091,0.0001827489,0.00153284],"category_scores_gemma":[0.001014675,0.0001046579,0.0001834491,0.001207347,0.000678949,0.0002873139,0.0004336414,0.0001525545,0.0001036364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01459935,"about_ca_system_score_gemma":0.005341895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9358851,"about_ca_topic_score_gemma":0.9755619,"domain_scores_codex":[0.9998147,0.00002238086,0.0000070126,0.00003834002,0.00006957952,0.00004792356],"domain_scores_gemma":[0.9996423,0.00005608548,0.0000677232,0.00002004389,0.0001520893,0.00006191571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002979481,0.00005850636,0.9611654,0.00005989677,0.00007787569,0.0005065644,0.003083406,0.01207787,0.00528268,0.001322964,0.002382974,0.01368388],"study_design_scores_gemma":[0.000006910048,0.00001027601,0.995266,0.000003388196,0.000006956114,0.00001645249,0.0007009077,0.001882804,0.0002204308,0.0001225152,0.001757154,0.000006209884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955761,0.00005870107,0.00006752129,0.0001867503,0.000002857866,0.000006489017,0.0007014241,0.000009579524,0.003390538],"genre_scores_gemma":[0.9982974,0.00008466316,0.00008097482,0.00001514714,0.000002236226,0.000006100202,0.0004120294,0.000003913026,0.001097417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06411487,"threshold_uncertainty_score":0.1289849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523466815740275,"score_gpt":0.2042864902847973,"score_spread":0.1890518221273945,"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."}}