{"id":"W4293802640","doi":"10.12957/periferia.2022.69754","title":"CAPA, FICHA TÉCNICA E SUMÁRIO","year":2022,"lang":"pt","type":"article","venue":"Periferia","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universidade Estadual Paulista; Universidade Federal do Espírito Santo; Universidad de Cádiz; Universidade Federal do Rio Grande do Norte; Instituto Politécnico do Porto; Universidade Federal de Santa Catarina; Universidade Estadual do Sudoeste da Bahia; Universidade Federal do Rio Grande do Sul; Universidade do Estado do Rio de Janeiro; Universidade de Brasília; University of Twente; Universidad Nacional de La Plata; Université du Québec à Montréal","keywords":"Geology","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045652,0.0001991708,0.0002413836,0.0001406189,0.002437729,0.0005752637,0.000476298,0.00004058109,0.2631747],"category_scores_gemma":[0.0001594841,0.0002100901,0.0001354008,0.00009470674,0.0001953337,0.00004639117,0.0004107603,0.0005242801,0.001056893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669821,"about_ca_system_score_gemma":0.0004827218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549508,"about_ca_topic_score_gemma":0.0004235346,"domain_scores_codex":[0.9980292,0.0001700891,0.0003401842,0.000379175,0.0005423121,0.0005390858],"domain_scores_gemma":[0.9989226,0.00009740113,0.00009360655,0.0004738447,0.0002162899,0.0001962556],"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":[0.00007832641,0.0005198242,0.0004977659,0.0001093858,0.0001045936,0.00003280974,0.1121863,0.00003887662,0.00007396242,0.27831,0.6069582,0.001089989],"study_design_scores_gemma":[0.0002421164,0.0001907945,0.0003571509,0.000007950022,0.00002620852,0.000005300095,0.02865889,0.0005455819,0.0000114787,0.0004415157,0.9692429,0.0002701422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.329877,0.005206299,0.000008118018,0.01254358,0.02570125,0.0008056348,0.001898524,0.0001647666,0.6237948],"genre_scores_gemma":[0.6524476,0.00006797883,0.00001059962,0.0005092656,0.002301535,0.0001126204,0.0001141903,0.00003562392,0.3444006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3622847,"threshold_uncertainty_score":0.9997209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732391453667097,"score_gpt":0.3103173187899814,"score_spread":0.2370781734232717,"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."}}