{"id":"W2115628484","doi":"10.14430/arctic4235","title":"Shifts in Plankton, Nutrient and Light Relationships in Small Tundra Lakes Caused by Localized Permafrost Thaw","year":2012,"lang":"en","type":"article","venue":"ARCTIC","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Environmental science; Plankton; Water column; Permafrost; Arctic; Slumping; Phytoplankton; Chlorophyll a; Pelagic zone; Dissolved organic carbon; Biogeochemical cycle; Nutrient; Oceanography; Ecology; Limnology; Environmental chemistry; Geology; Chemistry; Biology; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001446973,0.0001298831,0.0001440485,0.0004131513,0.0004611467,0.0003389099,0.000144697,0.0001463549,0.0003590884],"category_scores_gemma":[0.0004215711,0.0001280033,0.0001033298,0.000514414,0.000398492,0.0001692004,0.0002529419,0.0001101713,0.00005583208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009922921,"about_ca_system_score_gemma":0.0004182212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09413155,"about_ca_topic_score_gemma":0.1838065,"domain_scores_codex":[0.9999237,0.00001351529,0.00000627294,0.00001912049,0.00001635044,0.00002099899],"domain_scores_gemma":[0.9997928,0.00002655612,0.00008131001,0.000008936508,0.00004245027,0.00004810581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355732,0.00002168629,0.9897837,0.000007547184,0.00003905468,0.00009326157,0.000429747,0.0001177657,0.007686456,0.000008368148,0.00002427538,0.001652575],"study_design_scores_gemma":[9.075944e-7,0.0000198157,0.9994668,5.283662e-7,0.00000547586,0.00002429396,0.000171516,0.000100398,0.0001822183,0.00000261966,0.00002472174,7.379654e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999185,0.00001824874,0.000007113656,0.000001887214,1.4429e-7,5.025522e-7,0.00001936078,5.373257e-7,0.00003369834],"genre_scores_gemma":[0.9998777,0.00001499913,0.00002084996,0.00000338492,4.527349e-7,0.000001152863,0.00003832847,3.188181e-7,0.00004273681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09413155,"threshold_uncertainty_score":0.1871673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04385648328812156,"score_gpt":0.2311399470612778,"score_spread":0.1872834637731563,"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."}}