{"id":"W7132994170","doi":"","title":"Evaluating source water contributions to streamflow in a mixed landuse Precambrian Shield shield watershed in the Sudbury region","year":2023,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shield; Precambrian; Watershed; Streamflow; Hydrology (agriculture); Water source","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":[0.0002594893,0.0002121611,0.0002194504,0.000678206,0.0007278527,0.001142429,0.0002647765,0.0002512936,0.001070663],"category_scores_gemma":[0.0007612177,0.0001355438,0.0002356738,0.0008913293,0.0002603487,0.0002730755,0.0004383925,0.0002261929,0.0001322797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002995106,"about_ca_system_score_gemma":0.002184637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4383654,"about_ca_topic_score_gemma":0.578827,"domain_scores_codex":[0.9998592,0.0000216057,0.000006495701,0.00002555737,0.00003992,0.0000472701],"domain_scores_gemma":[0.9998337,0.00004562378,0.00001896832,0.000007614559,0.00005147943,0.000042543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004826633,0.0002109221,0.9142694,0.00006310073,0.0001595069,0.001009288,0.002216221,0.02164966,0.01380453,0.0007804837,0.001067445,0.04428686],"study_design_scores_gemma":[0.00001637859,0.00004003961,0.9783449,0.00001789006,0.00004117432,0.00003961928,0.001632053,0.01753068,0.001498914,0.0001078875,0.0007184268,0.00001199397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988492,0.00001676059,0.00005553068,0.00001757285,0.000001188215,0.000006219458,0.0001731752,0.00000391517,0.0008764425],"genre_scores_gemma":[0.9986594,0.00004782739,0.0002896595,0.00000655565,0.000002211474,0.000006332853,0.0003443559,0.000003960807,0.0006396202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5616345,"threshold_uncertainty_score":0.8716277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285389739622414,"score_gpt":0.3364140567668649,"score_spread":0.3035601593706408,"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."}}