{"id":"W1759334891","doi":"10.22347/2175-2753v7i19.781","title":"Efeitos da Avaliação Externa das Aprendizagens no Desenvolvimento Profissional de Professores de Matemática do Ensino Básico em Portugal","year":2015,"lang":"pt","type":"article","venue":"Revista Meta Avaliação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Humanities; Philosophy","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":[0.01306869,0.0002728186,0.0006783307,0.001820044,0.00286612,0.004804912,0.0009082625,0.001189928,0.007770339],"category_scores_gemma":[0.05248465,0.0003808146,0.000621843,0.002400414,0.002091198,0.002644163,0.004323661,0.001387105,0.0008919992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003785285,"about_ca_system_score_gemma":0.007718793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003540986,"about_ca_topic_score_gemma":0.008447484,"domain_scores_codex":[0.9876459,0.006592193,0.0007473995,0.001279622,0.002150064,0.001584809],"domain_scores_gemma":[0.9339323,0.03610056,0.01172572,0.003178769,0.006902937,0.008159764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001476688,0.00135135,0.5082188,0.002772238,0.0001789671,0.0005573332,0.2557095,0.0008966236,0.00368986,0.01217068,0.003186575,0.2097913],"study_design_scores_gemma":[0.0001068552,0.002017817,0.733019,0.001082609,0.0001615345,0.0004124641,0.2056629,0.0007007514,0.002980494,0.003362133,0.05039831,0.00009523758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979346,0.001545766,0.001630104,0.001722715,0.00007807161,0.0001133983,0.0001534744,0.00003181187,0.01537865],"genre_scores_gemma":[0.9953171,0.0006606888,0.0006802911,0.0001120619,0.0000313375,0.00007289579,0.00004616451,0.00001256912,0.003066871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306869,"threshold_uncertainty_score":0.06911469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2179121477312804,"score_gpt":0.451333182785741,"score_spread":0.2334210350544606,"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."}}