{"id":"W6991721033","doi":"","title":"The hydrological and limnological characterization of two Canadian water catchments sensitive to anthropogenic influences: Crawford Lake, Ontario and Old Crow Flats, Yukon","year":2022,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermokarst; Permafrost; Chemocline; Hydrology (agriculture); Shore; Arctic; Wetland; Water column; Limnology; Water table","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":[0.000228844,0.0004271592,0.0002873956,0.001599369,0.003485716,0.0009836588,0.0007886408,0.0003144089,0.001175321],"category_scores_gemma":[0.0005820459,0.0002696202,0.0002966628,0.003150389,0.001057,0.0003417217,0.001012376,0.0002785691,0.000146757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02288013,"about_ca_system_score_gemma":0.02248323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99255,"about_ca_topic_score_gemma":0.9989706,"domain_scores_codex":[0.9995577,0.00001859141,0.00001682762,0.00008322483,0.0001359372,0.0001877027],"domain_scores_gemma":[0.9992742,0.00004010187,0.0001073778,0.00002396986,0.0003587391,0.0001956388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001385801,0.00009509968,0.9577686,0.0001440828,0.00007268578,0.0005045276,0.006913119,0.0004359968,0.008572086,0.0007834071,0.002615718,0.02195612],"study_design_scores_gemma":[0.000005650487,0.00001313463,0.9950752,0.000008936921,0.000009683375,0.00006314064,0.002262268,0.0002228791,0.0002593894,0.00002357407,0.002046972,0.000009209712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931118,0.0002195951,0.0002906198,0.0001009946,0.000004753688,0.0001534019,0.002527989,0.0000166041,0.0035743],"genre_scores_gemma":[0.9931896,0.0002451296,0.001257072,0.00009884478,0.000004891414,0.00010935,0.002369889,0.000009441927,0.002715815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02288013,"threshold_uncertainty_score":0.1660078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009150756418673987,"score_gpt":0.1840560753421006,"score_spread":0.1749053189234266,"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."}}