{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008837169,0.0008848988,0.00129159,0.0002819514,0.001200929,0.001700826,0.001486516,0.000740233,0.01032012],"category_scores_gemma":[0.003867576,0.0007946769,0.0006117446,0.0008246839,0.0005657379,0.00157745,0.0004038966,0.001093687,0.003512805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006730801,"about_ca_system_score_gemma":0.005011703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102183,"about_ca_topic_score_gemma":0.0002222178,"domain_scores_codex":[0.9878615,0.005488939,0.0014078,0.001326761,0.002089334,0.001825629],"domain_scores_gemma":[0.993737,0.001042409,0.001384454,0.001300645,0.0009753142,0.001560106],"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":[0.001167215,0.003325686,0.07435866,0.001968931,0.005725467,0.0006575154,0.2355025,0.0000269074,0.002646115,0.06921032,0.5971003,0.0083104],"study_design_scores_gemma":[0.001140525,0.0003269764,0.003226143,0.0006245445,0.005787557,0.0001443415,0.06011069,0.000263335,0.001182621,0.002857488,0.9226962,0.001639594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7271367,0.1173114,0.001539816,0.04521829,0.01666697,0.007346302,0.0008862576,0.001406382,0.08248784],"genre_scores_gemma":[0.7694932,0.002632119,0.00292582,0.001047807,0.002213164,0.0002612431,0.0001612761,0.0001638468,0.2211016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3255959,"threshold_uncertainty_score":0.9994504,"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."}}