{"id":"W2762197765","doi":"","title":"PROPEL - Programa Permanente de Ensino de Línguas e Literatura","year":2015,"lang":"pt","type":"article","venue":"Semex em Resumos","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001092406,0.0003177005,0.0002857509,0.0001738055,0.0005369309,0.003669377,0.0004241708,0.0001578248,0.001037302],"category_scores_gemma":[0.0006875513,0.000274759,0.0001389945,0.0001352861,0.0002546554,0.0001257237,0.0001710622,0.0006126114,0.0008714372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002963894,"about_ca_system_score_gemma":0.001398192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240956,"about_ca_topic_score_gemma":0.0001757236,"domain_scores_codex":[0.9971607,0.0002684901,0.0004387549,0.0004416648,0.0006113926,0.001079029],"domain_scores_gemma":[0.9972938,0.00007033713,0.0001344687,0.0005405557,0.001254923,0.0007059475],"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":[0.0002373894,0.0008476038,0.003083235,0.0004711905,0.0001757313,0.0002922683,0.3671018,0.00001182914,0.00007935184,0.09473281,0.5254093,0.00755739],"study_design_scores_gemma":[0.0006299596,0.0002507807,0.0004883684,0.0002273353,0.00005923873,0.00003591946,0.02123917,0.001920868,0.00008440844,0.001476305,0.9732054,0.0003822477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8004528,0.007508538,0.00003312825,0.007707905,0.00493713,0.001871163,0.0003366932,0.0002845842,0.1768681],"genre_scores_gemma":[0.7905467,0.00007160383,0.0002626404,0.0008967292,0.004710423,0.00006321414,0.000147416,0.00006849192,0.2032328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.447796,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09850819768417637,"score_gpt":0.3408106041755549,"score_spread":0.2423024064913785,"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."}}