{"id":"W3097549921","doi":"10.33787/ceg20190022","title":"PROPOLAR: Report 2018","year":2019,"lang":"en","type":"report","venue":"","topic":"Social and Political Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Centro Interdisciplinar de Investigação Marinha e Ambiental; Institut chilien de l'Antarctique; International Arctic Science Committee; Centro de Química Estrutural; Centro de Ciências do Mar; Instituto Antártico Argentino; Ministério da Ciência, Tecnologia e Ensino Superior; Universidade de Lisboa; International Permafrost Association; Universidade do Porto; Chinese Arctic and Antarctic Administration; Instituto Superior Técnico; Institut national de la recherche scientifique; Korea Polar Research Institute; Instituto Antártico Uruguayo; Instituto Português do Desporto e Juventude, I.P.; European Space Agency; National Science Foundation; Shaanxi Administration of Traditional Chinese Medicine; Strong","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002295876,0.0009492823,0.0005292252,0.002280416,0.001926081,0.0061242,0.002552541,0.002727018,0.5263901],"category_scores_gemma":[0.005518455,0.0004885517,0.0005635461,0.002114309,0.0007173085,0.003943192,0.003407781,0.002523757,0.4093258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276307,"about_ca_system_score_gemma":0.007850662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198837,"about_ca_topic_score_gemma":0.0132728,"domain_scores_codex":[0.9964135,0.0001835858,0.0001252061,0.0003348542,0.002529198,0.0004136526],"domain_scores_gemma":[0.9969847,0.0002448178,0.0001182572,0.0003009429,0.001931115,0.0004202815],"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":[0.0001210677,0.000066123,0.000360196,0.0002938678,0.000004036784,0.0001168292,0.00007389015,0.00005076793,0.0005615863,0.008090599,0.934086,0.056175],"study_design_scores_gemma":[0.000006599044,0.0000162041,0.0002997537,0.00007706341,0.000001261997,0.00003491834,0.00005745241,0.00001354143,0.000194242,0.0003196743,0.9989767,0.000002730283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001206814,0.003202162,0.001419257,0.00774206,0.008240433,0.0006367039,0.02364226,0.001580968,0.9523293],"genre_scores_gemma":[0.00311103,0.003140511,0.0008470102,0.001207578,0.000773797,0.0002772965,0.02155969,0.0007885154,0.9682946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5263901,"threshold_uncertainty_score":0.675547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331658641308692,"score_gpt":0.4623708389352025,"score_spread":0.3292049748043334,"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."}}