{"id":"W3043473480","doi":"","title":"The impacts of thawing permafrost on tundra lakes, Mackenzie Delta region, NWT, Canada. (Invited)","year":2009,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Tundra; Delta; Physical geography; Geology; Arctic; Oceanography; Climatology; Environmental science; Geography","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":[0.0002799549,0.000286202,0.0002206577,0.000373586,0.001996567,0.0009116959,0.0004302231,0.0005078548,0.00692063],"category_scores_gemma":[0.0008034418,0.000125363,0.0002446836,0.0007642683,0.0004986274,0.0003700153,0.0007981159,0.0006667379,0.000439263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008300205,"about_ca_system_score_gemma":0.01280797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9658443,"about_ca_topic_score_gemma":0.9932388,"domain_scores_codex":[0.9998821,0.000007049806,0.000004043139,0.00001585868,0.00003632304,0.00005455459],"domain_scores_gemma":[0.9995953,0.00003120558,0.00002018636,0.0000042609,0.0002257689,0.0001233021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008275802,0.00003239165,0.09097795,0.001800556,0.000165071,0.0008938914,0.006009539,0.001059553,0.005849528,0.001415738,0.766452,0.1245162],"study_design_scores_gemma":[0.00002968064,0.00004731835,0.6330858,0.0005077308,0.0001298798,0.0001268357,0.01430776,0.0002916603,0.001282522,0.0004926329,0.349654,0.00004418386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5209916,0.1090974,0.0006413365,0.1834573,0.01409385,0.0003367435,0.0344793,0.0002553855,0.136647],"genre_scores_gemma":[0.7159858,0.06967305,0.0009657228,0.01427713,0.002639025,0.0001318344,0.005995017,0.0001282872,0.1902042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03415567,"threshold_uncertainty_score":0.06871361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449960472707806,"score_gpt":0.2246699067103425,"score_spread":0.2001703019832644,"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."}}