{"id":"W1594206825","doi":"10.12957/periferia.2009.3431","title":"Avaliando o papel das qualificações na reforma educacional","year":2009,"lang":"pt","type":"article","venue":"Periferia","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science; Humanities; Sociology; 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":[0.02191065,0.0002560919,0.0004746972,0.005023571,0.004336206,0.01193879,0.001491763,0.00215809,0.01945822],"category_scores_gemma":[0.04442663,0.0003320137,0.0003715188,0.01050427,0.01098705,0.01012396,0.007598908,0.003097713,0.0008443849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01717346,"about_ca_system_score_gemma":0.02287157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03120277,"about_ca_topic_score_gemma":0.03632035,"domain_scores_codex":[0.9862881,0.007082629,0.000520141,0.001026829,0.003217423,0.001864867],"domain_scores_gemma":[0.973531,0.01361803,0.004116862,0.002435622,0.004543362,0.001755037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001021234,0.0001667023,0.04854416,0.0007082202,0.00004525929,0.0001587552,0.03925087,0.00101128,0.0003086382,0.7283553,0.01056384,0.1707848],"study_design_scores_gemma":[0.00006199032,0.0006163684,0.2359081,0.003976409,0.0001321991,0.0004398924,0.1549885,0.003849669,0.001425408,0.1471078,0.4513916,0.0001020305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.491074,0.01993616,0.01053207,0.1696159,0.0003832337,0.0001925971,0.0004650876,0.0001340859,0.3076669],"genre_scores_gemma":[0.9833683,0.003461375,0.002428075,0.001201892,0.0000701433,0.00006839426,0.0001006086,0.00003128362,0.009269933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03120277,"threshold_uncertainty_score":0.1246027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07324956291965236,"score_gpt":0.431591016129046,"score_spread":0.3583414532093936,"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."}}