{"id":"W1992755854","doi":"10.1139/e02-068","title":"The first 20 years (1978-1979 to 1998-1999) of active-layer development, Illisarvik experimental drained lake site, western Arctic coast, Canada<sup>1</sup>","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of British Columbia","funders":"Natural Resources Canada","keywords":"Permafrost; Active layer; Geology; Aggradation; Tundra; Vegetation (pathology); Snow; Frost heaving; Hydrology (agriculture); Geomorphology; Arctic; Snowmelt; Oceanography; Structural basin; Geotechnical engineering; Layer (electronics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002160205,0.0002575463,0.0002590046,0.0007975552,0.001021673,0.0005906057,0.0006878076,0.0001570541,0.002761932],"category_scores_gemma":[0.0004295439,0.0001632577,0.0001253185,0.0009861026,0.0004301862,0.0002406913,0.0005536943,0.0002109259,0.0007659693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006891472,"about_ca_system_score_gemma":0.004458697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8613338,"about_ca_topic_score_gemma":0.9755603,"domain_scores_codex":[0.9998246,0.000005913854,0.00001153601,0.00004600426,0.00005435323,0.00005757579],"domain_scores_gemma":[0.999328,0.00002203942,0.0001410825,0.00002758166,0.0003499489,0.0001313732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003263759,0.00008667669,0.9681777,0.0001148079,0.00006217657,0.0001998285,0.001454788,0.0001492757,0.00359461,0.0001051926,0.003703749,0.02202494],"study_design_scores_gemma":[0.000003390812,0.00001542525,0.9947501,0.000008280294,0.000007866129,0.00001619619,0.0003421678,0.00003785841,0.0002520232,0.000004845798,0.004559505,0.000002448157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777926,0.0005630438,0.0002006189,0.00006791326,0.00001770206,0.00008360567,0.01560941,0.00003932452,0.00562572],"genre_scores_gemma":[0.9577333,0.0004457559,0.0007065135,0.0001060541,0.00001015066,0.0001149039,0.02514838,0.00001938215,0.01571554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1386662,"threshold_uncertainty_score":0.2789655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04375401778461924,"score_gpt":0.2269750107857235,"score_spread":0.1832209930011043,"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."}}