{"id":"W2897904553","doi":"10.15366/riee2018.11.2.003","title":"Evolução do Insucesso Escolar nos Exames Nacionais do Ensino Secundário, por Sexo, em Portugal","year":2018,"lang":"pt","type":"article","venue":"Revista Iberoamericana de Evaluación Educativa","topic":"Education and Vocational Training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Humanities; Geography; Cartography; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.003450664,0.0003155569,0.0003741539,0.002098994,0.001308233,0.002242931,0.000871548,0.0004466818,0.004539698],"category_scores_gemma":[0.01144589,0.0002781428,0.0005686399,0.002206174,0.001205678,0.0008329608,0.001966258,0.0005506914,0.0007602401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928816,"about_ca_system_score_gemma":0.003071837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03664497,"about_ca_topic_score_gemma":0.07019663,"domain_scores_codex":[0.9971471,0.0006092702,0.0002594115,0.0005126451,0.001050929,0.0004206208],"domain_scores_gemma":[0.9865631,0.00288911,0.004167796,0.0007010709,0.004201142,0.001477814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001646393,0.00007121213,0.9348562,0.0005088022,0.00006090294,0.0002806244,0.01791854,0.0002076784,0.001424609,0.0007437481,0.002106708,0.0416563],"study_design_scores_gemma":[0.000002098886,0.00006597129,0.9804772,0.000218767,0.00001824226,0.0001003851,0.01042326,0.0001010268,0.0006283949,0.0001352912,0.007814417,0.00001494053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739034,0.00156607,0.001203624,0.0007758016,0.00007688743,0.00007812468,0.00256126,0.00005725926,0.01977754],"genre_scores_gemma":[0.9886689,0.0009984572,0.001615259,0.0001100787,0.00003349825,0.0000650199,0.001004902,0.0000313396,0.007472723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03664497,"threshold_uncertainty_score":0.07286334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06193750896711394,"score_gpt":0.4025182978627651,"score_spread":0.3405807888956512,"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."}}