{"id":"W3209626128","doi":"10.1061/9780784483589.001","title":"Long-Term (2000–2017) Response of Lake-Bottom Temperatures and Talik Configuration to Changes in Climate at Two Adjacent Tundra Lakes, Western Arctic Coast, Canada","year":2021,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Tundra; Permafrost; Terrace (agriculture); Shore; Arctic; Physical geography; Geology; Climate change; Oceanography; Environmental science; Atmospheric sciences; Climatology; Geography","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":[0.0002573193,0.0001713931,0.0001511413,0.0003157905,0.000683716,0.0006908782,0.0004942477,0.0003214644,0.0009791655],"category_scores_gemma":[0.0007156463,0.0001337708,0.0002418078,0.0005361757,0.000470302,0.000318278,0.000515583,0.000319633,0.0001429786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005599935,"about_ca_system_score_gemma":0.002068192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7804796,"about_ca_topic_score_gemma":0.8949943,"domain_scores_codex":[0.9998835,0.00001123613,0.000005773835,0.00003507117,0.00002243773,0.00004201803],"domain_scores_gemma":[0.99955,0.0000420775,0.00007958094,0.00002566185,0.000185641,0.0001170073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002061481,0.00005679479,0.99079,0.00001376311,0.00009000345,0.00006803075,0.0003989438,0.001941906,0.002993603,0.0000684077,0.0005258606,0.00284654],"study_design_scores_gemma":[0.000002952125,0.00001041366,0.9980853,0.000002963123,0.00001001867,0.000009199715,0.0002551764,0.001105055,0.0002364366,0.00001311237,0.0002658501,0.000003666513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989986,0.00002187755,0.00005005132,0.00003499678,0.000002228383,0.000002627335,0.0005802097,0.000004449927,0.0003050103],"genre_scores_gemma":[0.9988387,0.00001850995,0.00004910488,0.0000158337,0.0000016067,0.000004366564,0.0007790897,0.000001813086,0.0002911643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2195204,"threshold_uncertainty_score":0.4416265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239509787375607,"score_gpt":0.249211191196931,"score_spread":0.2252602124593703,"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."}}