{"id":"W7116122844","doi":"10.5683/sp3/5owkls","title":"Dissolved Organic Matter Composition and Environmental Characteristics of Lakes Across a Permafrost Gradient, Northwest Territories, Canada","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Permafrost; Dissolved organic carbon; Watershed; Organic matter; Shore; Hydrology (agriculture); Radiocarbon dating; Total organic carbon; Stable isotope ratio","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":[0.000492582,0.0006664993,0.0006390809,0.002185855,0.001937209,0.00136926,0.001682931,0.0004334755,0.01041992],"category_scores_gemma":[0.002303386,0.00031642,0.0005041024,0.007766792,0.0003824077,0.0003829664,0.001017969,0.0006385426,0.004388435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01286269,"about_ca_system_score_gemma":0.02527702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831992,"about_ca_topic_score_gemma":0.9919581,"domain_scores_codex":[0.9994878,0.0000248212,0.00003918767,0.0001201337,0.0002048475,0.0001232509],"domain_scores_gemma":[0.9968318,0.0001673255,0.000203432,0.0001693502,0.00233905,0.0002889656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001488982,0.00006070482,0.1131511,0.0007939598,0.0002006727,0.0001219895,0.0004806181,0.001106033,0.0004425268,0.001377783,0.8663731,0.01574264],"study_design_scores_gemma":[0.0001121553,0.00001599656,0.4629061,0.0006524426,0.00009943098,0.0001176678,0.001312286,0.001750586,0.001092372,0.0005275351,0.5313182,0.00009524823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004587268,0.0001029957,0.00006174653,0.00006714358,0.00000846555,0.00001471525,0.9939301,0.00004253506,0.001185047],"genre_scores_gemma":[0.01428247,0.000208381,0.0005991704,0.00006628137,0.000005925033,0.00008289066,0.9821758,0.00002904042,0.002550132],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01680082,"threshold_uncertainty_score":0.09332585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004478374626194959,"score_gpt":0.2103455072502156,"score_spread":0.2058671326240206,"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."}}