{"id":"W2042969735","doi":"10.1002/2013eo090014","title":"Variability of transparent organic particles in Arctic floodplain lakes","year":2013,"lang":"en","type":"article","venue":"Eos","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Floodplain; Permafrost; Beaufort sea; Arctic; Delta; River delta; Environmental science; Watershed; Sediment; Thermokarst; Oceanography; Hydrology (agriculture); Flood myth; Geology; Physical geography; Geography; Geomorphology; Archaeology","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":[0.0002128474,0.0001555131,0.0001563184,0.0007703699,0.0005620281,0.000568308,0.0001552763,0.0002561764,0.0004769917],"category_scores_gemma":[0.0004752747,0.0001602552,0.0001726194,0.0006452915,0.0002838219,0.0002531122,0.0003174001,0.0001626241,0.0001055342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005885423,"about_ca_system_score_gemma":0.0002871173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07240567,"about_ca_topic_score_gemma":0.1209985,"domain_scores_codex":[0.999895,0.00001541858,0.000007687629,0.00003163253,0.00002761107,0.00002262821],"domain_scores_gemma":[0.9996381,0.00005024602,0.0001226215,0.00001751549,0.00009781404,0.00007367887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001958805,0.00002385525,0.99023,0.00000620142,0.00007616767,0.00007447317,0.0005596557,0.0001096331,0.006681381,0.00004848886,0.0001563639,0.001837819],"study_design_scores_gemma":[0.000001042535,0.00000594362,0.9995839,9.535756e-7,0.000004764742,0.0000140011,0.0001127614,0.00008796244,0.00009922202,0.000006717242,0.00008095986,0.0000018571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995401,0.00002918836,0.00002407623,0.000007641424,0.000001544718,0.000001097119,0.0001593007,0.000002125812,0.0002349758],"genre_scores_gemma":[0.9994277,0.00002862774,0.00005824813,0.00001026657,0.000003324379,0.000002758989,0.0002975099,0.000002254839,0.0001691861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07240567,"threshold_uncertainty_score":0.1439685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367482537093941,"score_gpt":0.2254050421416582,"score_spread":0.1886567884322641,"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."}}