{"id":"W3127276130","doi":"10.18224/educ.v23i1.8600","title":"EVALUATION OF LEARNING TO SUPPORT AND PROMOTE DIVERSITY","year":2021,"lang":"pt","type":"article","venue":"Revista Educativa - Revista de Educação","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Psychology; Sociology; Pedagogy; 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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01257535,0.000365814,0.000702767,0.0002098883,0.001576848,0.0005959643,0.000492114,0.000249939,0.01368792],"category_scores_gemma":[0.01616488,0.0004227167,0.0001913433,0.00143999,0.0003085173,0.0006234633,0.0004939619,0.0006782988,0.0002748882],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007146246,"about_ca_system_score_gemma":0.01396765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000599443,"about_ca_topic_score_gemma":0.0001507172,"domain_scores_codex":[0.9906619,0.005503161,0.000760505,0.0008832865,0.001515743,0.000675467],"domain_scores_gemma":[0.994122,0.0009723378,0.0008712577,0.0006419923,0.002654431,0.0007380063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007220164,0.002016773,0.178151,0.001780442,0.0005736834,0.00001293213,0.5645378,0.00001849238,0.0007439214,0.01393245,0.08564971,0.1525106],"study_design_scores_gemma":[0.0003294411,0.0002528135,0.02344886,0.0008285579,0.001782172,0.00004051825,0.2180438,0.00002540999,0.0003087869,0.0003348435,0.7540217,0.0005830966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478272,0.01378597,0.00004246803,0.01989518,0.001385112,0.001063141,0.00003218773,0.0000354462,0.01593334],"genre_scores_gemma":[0.9632674,0.00237919,0.0004576395,0.0003942183,0.0007881535,0.00004547364,0.0000543617,0.00003519137,0.03257838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.668372,"threshold_uncertainty_score":0.9998224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467265911776018,"score_gpt":0.4478622280813689,"score_spread":0.3011356369037671,"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."}}