{"id":"W2255238955","doi":"10.1590/s1517-9702201508144214","title":"Tomar de empréstimo o sucesso finlandês no PISA? Algumas reflexões críticas, da perspectiva de quem faz este empréstimo","year":2015,"lang":"pt","type":"article","venue":"Educação e Pesquisa","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Sociology; Political science","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002068396,0.0008063024,0.0008491906,0.0002601941,0.001327407,0.0007982563,0.001504607,0.0007216586,0.002159173],"category_scores_gemma":[0.002724263,0.0006812786,0.0004615816,0.00112306,0.001140306,0.000623808,0.0003479747,0.0008904089,0.002732505],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002961264,"about_ca_system_score_gemma":0.00786732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07946847,"about_ca_topic_score_gemma":0.002539832,"domain_scores_codex":[0.9934108,0.0005972398,0.0008556608,0.001082309,0.001519043,0.002535009],"domain_scores_gemma":[0.994992,0.0003975174,0.0004643226,0.0008912258,0.001002868,0.002252036],"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":[0.0002270205,0.001407828,0.01648271,0.000154768,0.0002836403,0.0000634605,0.266428,0.0001926612,0.0001572542,0.02137439,0.6910244,0.002203901],"study_design_scores_gemma":[0.0014245,0.0007408307,0.02548568,0.0003978722,0.0003135195,0.0001585552,0.2904628,0.0007042254,0.0002330342,0.0109835,0.6673055,0.001789979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7886448,0.003744371,0.00007393463,0.05099893,0.01178207,0.0007719919,0.0001684266,0.0002791624,0.1435363],"genre_scores_gemma":[0.8679201,0.0005256625,0.0009908819,0.002958875,0.0083248,0.00006977609,0.00005365787,0.0001076721,0.1190486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0792753,"threshold_uncertainty_score":0.9999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08204574333961828,"score_gpt":0.4105373783210761,"score_spread":0.3284916349814578,"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."}}