{"id":"W4386161350","doi":"10.55905/cuadv15n8-042","title":"La eficacia de la política de asistencia estudiantil: un análisis del Programa Nacional de Assistência a Estudantes (PNAES) en la Universidade Federal Rural da Amazônia (UFRA)","year":2023,"lang":"es","type":"article","venue":"Cuadernos de Educación y Desarrollo","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"Universidade Federal Rural da Amazônia","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01894559,0.0002212406,0.000450245,0.001556901,0.003122299,0.003774466,0.001082725,0.0007809685,0.003797725],"category_scores_gemma":[0.04605941,0.0003519982,0.0003718901,0.002608387,0.002548719,0.001637286,0.003660338,0.001408074,0.0002671691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01298214,"about_ca_system_score_gemma":0.03343858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05530003,"about_ca_topic_score_gemma":0.1162021,"domain_scores_codex":[0.9784254,0.01430262,0.0007040115,0.0009677113,0.003052198,0.002548019],"domain_scores_gemma":[0.9302955,0.04298299,0.009352082,0.002742677,0.007872548,0.006754141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006553701,0.001229201,0.6272768,0.001908082,0.0002324731,0.0002876211,0.1155168,0.001953566,0.004403769,0.03227003,0.003497896,0.2107684],"study_design_scores_gemma":[0.00007486137,0.0007810471,0.8504616,0.000873423,0.0001395626,0.00008890297,0.1098312,0.001213545,0.001554285,0.001537276,0.0334045,0.00003980638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745795,0.0006486011,0.002224303,0.006096513,0.00003366681,0.0005102621,0.0002471155,0.00002559715,0.01563441],"genre_scores_gemma":[0.9954053,0.0003621892,0.001353864,0.0003034895,0.00001189762,0.0003431681,0.00004380223,0.000008659878,0.002167547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05530003,"threshold_uncertainty_score":0.1099563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571290265054884,"score_gpt":0.3333048314284682,"score_spread":0.3175919287779193,"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."}}