{"id":"W2007689764","doi":"10.1890/060162","title":"From controversy to consensus: making the case for recent climate change in the Arctic using lake sediments","year":2007,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen's University","funders":"","keywords":"Climate change; Arctic; Paleolimnology; Ecosystem; Ecology; Environmental science; Global warming; Environmental change; Habitat; Diatom; The arctic; Aquatic ecosystem; Physical geography; Oceanography; Geography; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004640826,0.0005666186,0.001813941,0.003138368,0.0008040909,0.00304739,0.00170405,0.003401726,0.001833206],"category_scores_gemma":[0.00718298,0.0003323507,0.0005380418,0.003983622,0.003586461,0.004662374,0.001422486,0.003062903,0.001015071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910984,"about_ca_system_score_gemma":0.003904849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00453538,"about_ca_topic_score_gemma":0.008178668,"domain_scores_codex":[0.9987077,0.000499247,0.0001423041,0.0001522548,0.0004226239,0.0000759203],"domain_scores_gemma":[0.9966015,0.002248901,0.0003007467,0.00008412737,0.0005780306,0.0001868268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005280347,0.00002243368,0.0005994969,0.01426026,0.000138483,0.0005993463,0.0009888714,0.0002294724,0.0002961773,0.01589828,0.0591449,0.9077694],"study_design_scores_gemma":[0.00001598558,0.00003859182,0.001464972,0.01189047,0.00008771307,0.001149773,0.001208762,0.00006298358,0.0001446899,0.01320169,0.9707,0.00003429725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008744665,0.9953169,0.00008451253,0.003356685,0.0005273212,0.000001779599,0.000004317253,0.000003965753,0.0006170931],"genre_scores_gemma":[0.001388547,0.9960741,0.0002365234,0.001480533,0.0005211096,0.000004520296,0.00000886888,0.000001951946,0.0002839256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004640826,"threshold_uncertainty_score":0.02454334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08746474884460832,"score_gpt":0.3123025415452975,"score_spread":0.2248377927006892,"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."}}