{"id":"W2768064800","doi":"10.1594/pangaea.834904","title":"Characteristics and changes of thermokarst lakes in Canada, Russia and Sweden","year":2011,"lang":"en","type":"dataset","venue":"Figshare","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermokarst; Physical geography; Environmental science; Geography; Archaeology; Hydrology (agriculture); Geology; Oceanography; Permafrost; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002926513,0.0001604521,0.0002695247,0.00006541557,0.00003106589,0.0000242066,0.0001504009,0.0001161769,0.3054383],"category_scores_gemma":[0.00005537934,0.0001324597,0.00001055382,0.00005517444,0.00001189803,0.00003941504,0.00003481071,0.0001440218,0.00008606678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004926502,"about_ca_system_score_gemma":0.0001462339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7870097,"about_ca_topic_score_gemma":0.9984618,"domain_scores_codex":[0.9993519,0.00002272737,0.0001397713,0.0001861976,0.0001142951,0.0001851736],"domain_scores_gemma":[0.9995173,0.0001032588,0.0001300286,0.0001490248,0.00001653305,0.00008387421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007943963,0.000001797146,0.01884599,0.0005152208,0.000005414553,0.00004784766,0.00007017229,1.830544e-8,9.639172e-7,2.486276e-8,0.9794952,0.001009401],"study_design_scores_gemma":[0.0000549186,0.00002519604,0.451678,0.0006821994,0.000007752557,0.000009013451,0.00003515009,0.0000134026,0.000002351042,0.000001556851,0.5473571,0.0001333868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006459868,0.001765911,1.550424e-10,0.00002678957,0.00006712471,0.0001062223,0.9914299,0.000002237762,0.0001419033],"genre_scores_gemma":[0.002662089,0.001147239,3.962247e-7,0.0001601634,0.00009388739,0.000003931415,0.9959102,0.00000315075,0.00001891097],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.432832,"threshold_uncertainty_score":0.6951966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06213477262118357,"score_gpt":0.2233211425840241,"score_spread":0.1611863699628405,"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."}}