{"id":"W7036730384","doi":"","title":"Controls of Wetland Hydrology in the Zone of Discontinuous Permafrost, Northwest Territories, Canada","year":2025,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Phytochemistry and Biological Activities","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Wetland; Hydrology (agriculture); Water balance; Surface runoff; Drainage basin; Structural basin; Climate change; Water storage; Land cover","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":[0.0002432398,0.0002065487,0.0002513327,0.0007012864,0.002218096,0.001441733,0.0005610288,0.0002140224,0.001875624],"category_scores_gemma":[0.0006207062,0.0001675501,0.0002249863,0.001242593,0.0009228855,0.0003112007,0.0007107699,0.0004421702,0.0001780671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0188088,"about_ca_system_score_gemma":0.02341759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956706,"about_ca_topic_score_gemma":0.9985088,"domain_scores_codex":[0.9997596,0.0000144537,0.000008020045,0.00005559895,0.00005847121,0.0001037867],"domain_scores_gemma":[0.9992083,0.00003674598,0.00007724862,0.00001892082,0.0004317556,0.0002269787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001741956,0.00008638026,0.9729674,0.00004640349,0.00009632087,0.0002157826,0.002303262,0.001052921,0.003645636,0.0009181676,0.004794642,0.01369886],"study_design_scores_gemma":[0.000004195285,0.000008272577,0.9954118,0.00001550857,0.00001069814,0.0000248243,0.001858559,0.0006318601,0.0001249783,0.00005004795,0.001848651,0.00001050013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992058,0.0004371812,0.0001961193,0.0003382323,0.00001807257,0.00001770222,0.003095681,0.00002224801,0.003816629],"genre_scores_gemma":[0.9968088,0.0002476399,0.0002133421,0.00005564751,0.000002993397,0.000007705454,0.001023416,0.00001118366,0.001629242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188088,"threshold_uncertainty_score":0.136468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007199407761943829,"score_gpt":0.1787319187945591,"score_spread":0.1715325110326152,"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."}}