{"id":"W3133760710","doi":"10.5380/jpe.v15i0.77783","title":"n. 02 - POLÍTICAS EDUCATIVAS E A AVALIAÇÃO: INFLEXÕES DO EXAME PISA","year":2021,"lang":"pt","type":"article","venue":"Jornal de Políticas Educacionais","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade de Aveiro","keywords":"Humanities; Political science; Sociology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01430567,0.0004363564,0.0004182559,0.001795532,0.007195975,0.01235125,0.001778788,0.003466896,0.0923539],"category_scores_gemma":[0.04628346,0.0003080754,0.0005333367,0.002502309,0.006755869,0.008210921,0.009338515,0.00521112,0.01777046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007189607,"about_ca_system_score_gemma":0.01320298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164489,"about_ca_topic_score_gemma":0.01577695,"domain_scores_codex":[0.9863026,0.006119178,0.0006613494,0.001228748,0.004415234,0.001272928],"domain_scores_gemma":[0.9687443,0.01432945,0.00137013,0.002228284,0.008823083,0.004504757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001947844,0.0001872763,0.009928672,0.001418392,0.00002543412,0.0004257616,0.02360786,0.0001167733,0.0005111201,0.384861,0.4630928,0.1156301],"study_design_scores_gemma":[0.00002210063,0.00007945304,0.01426522,0.00176422,0.0000106765,0.0002265434,0.0169308,0.00010586,0.0003082363,0.02611299,0.9401529,0.000020963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02086022,0.005814273,0.002658561,0.1548861,0.007052202,0.0004450516,0.0009292883,0.0001480767,0.8072062],"genre_scores_gemma":[0.410827,0.007182757,0.004420931,0.09778193,0.003385203,0.001722164,0.0008751619,0.0004752971,0.4733295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0923539,"threshold_uncertainty_score":0.3089545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07607445426473569,"score_gpt":0.4270785716253267,"score_spread":0.351004117360591,"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."}}