{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001594584,0.0001736897,0.0004200152,0.00005355882,0.000322843,0.0001157271,0.0002867148,0.000707089,0.007527382],"category_scores_gemma":[0.002047637,0.0001412825,0.0002226039,0.0001539987,0.0004429834,0.0000915828,0.00006948317,0.0003170582,0.002760555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004666697,"about_ca_system_score_gemma":0.005323519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1819681,"about_ca_topic_score_gemma":0.006219883,"domain_scores_codex":[0.9969833,0.0001209159,0.0003699856,0.0003516037,0.001641765,0.0005323619],"domain_scores_gemma":[0.9985233,0.0001464763,0.0001943414,0.0003425025,0.0005706624,0.0002227045],"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":[0.000001233136,0.00003262145,0.003639957,0.00006577949,0.00005048915,0.0001398788,0.001668683,7.828749e-9,7.240405e-7,0.1118279,0.8800266,0.002546131],"study_design_scores_gemma":[0.00002372611,0.00001336615,0.0003237411,0.00003798737,0.00003722868,0.00001100152,0.00118542,5.23788e-8,0.000007086408,0.004574505,0.9935591,0.000226786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001814811,0.0008682333,0.000008465182,0.002424436,0.006868967,0.000411426,0.00001529053,0.0002287877,0.9889929],"genre_scores_gemma":[0.009841946,0.001228963,0.0001035615,0.0002033762,0.007481493,0.00001496868,0.00005450019,0.00002708244,0.9810441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1757482,"threshold_uncertainty_score":0.9980159,"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."}}