{"id":"W3167797008","doi":"","title":"Spatial and Temporal Changes in the Number, and Area, of Permafrost Controlled Lakes in the Western Canadian Arctic","year":2006,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Arctic; Physical geography; Geography; The arctic; Environmental science; Climatology; Oceanography; Geology","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":[0.0007103298,0.000205888,0.0002822391,0.001911376,0.002548635,0.001376605,0.001050752,0.0005101726,0.001031496],"category_scores_gemma":[0.001895662,0.0002864319,0.0003000014,0.002814645,0.001280033,0.00052876,0.0007352827,0.0003961018,0.00007899546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01518085,"about_ca_system_score_gemma":0.01564535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910434,"about_ca_topic_score_gemma":0.9976337,"domain_scores_codex":[0.9995314,0.00003630247,0.00003390953,0.0001150918,0.0001055049,0.0001778479],"domain_scores_gemma":[0.9978395,0.000238597,0.0004287593,0.00006137088,0.001099005,0.0003328349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002087045,0.00003378731,0.9851129,0.00006545564,0.0001458904,0.0001152322,0.002716709,0.0009161456,0.001462595,0.0004190544,0.00127137,0.007532175],"study_design_scores_gemma":[0.000002712608,0.000003628985,0.9979388,0.00000832927,0.00001428492,0.00001850233,0.00102451,0.0003385365,0.00006379027,0.00001971248,0.000561811,0.000005328522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971249,0.0003388903,0.0000577587,0.0001793917,0.000007297676,0.000006723749,0.00105796,0.000007956062,0.001219226],"genre_scores_gemma":[0.9986338,0.0001632634,0.0001089526,0.00003640599,0.00000380683,0.000005312676,0.0004540235,0.000002888961,0.0005915715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518085,"threshold_uncertainty_score":0.1101453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313700550352649,"score_gpt":0.2260116880814595,"score_spread":0.202874682577933,"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."}}