{"id":"W2738485405","doi":"10.1594/pangaea.868349","title":"PeRL: Permafrost Region Pond and Lake Database, links to ArcGIS shapefiles","year":2017,"lang":"en","type":"dataset","venue":"Figshare","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Seventh Framework Programme","keywords":"Shapefile; Perl; Permafrost; Database; Ecoregion; Geography; Cartography; Environmental science; Computer science; Ecology; World Wide Web; Metadata; Biology","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":[0.0005086467,0.0009927721,0.000586331,0.003748388,0.0003436111,0.001159288,0.001056916,0.0003990687,0.06391535],"category_scores_gemma":[0.001641148,0.000513727,0.0003809292,0.006337411,0.0001493511,0.001558749,0.001173094,0.0005836716,0.04292229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006608945,"about_ca_system_score_gemma":0.001305262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0237103,"about_ca_topic_score_gemma":0.02991252,"domain_scores_codex":[0.9996613,0.00003897374,0.00005869182,0.0000920412,0.0001099511,0.00003892697],"domain_scores_gemma":[0.9994208,0.00007351786,0.0001180443,0.0001067779,0.0002195717,0.00006130533],"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":[0.00008953392,0.00002906289,0.004350266,0.0004035366,0.00004005217,0.0000588461,0.0001187686,0.0007428352,0.0003570543,0.0009314327,0.9680752,0.02480336],"study_design_scores_gemma":[0.0002034515,0.00001893715,0.02882292,0.0001914032,0.00003886315,0.0001309417,0.000218003,0.003132209,0.001068013,0.002625264,0.9634992,0.00005074388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001559256,0.00006894561,0.001372595,0.00004528467,0.00001013041,0.00004876394,0.9856038,0.004859257,0.006432004],"genre_scores_gemma":[0.005044317,0.0001063082,0.005447247,0.00004381512,0.000009686906,0.0002860532,0.9863098,0.001056582,0.001696252],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06391535,"threshold_uncertainty_score":0.2138181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08174344088922887,"score_gpt":0.262919416618839,"score_spread":0.1811759757296101,"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."}}