{"id":"W4413314641","doi":"10.30681/ecs.v14i3.13095","title":"MERITOCRACIA E CIDADANIA: o papel das instituições educacionais num contexto de privilégios","year":2024,"lang":"pt","type":"article","venue":"Revista Educação Cultura e Sociedade","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004786691,0.0004006243,0.0007207202,0.004919662,0.0156212,0.02102458,0.00142503,0.001993196,0.0118374],"category_scores_gemma":[0.007207928,0.0002761505,0.0004258054,0.007791938,0.02462516,0.008823749,0.01288813,0.00333171,0.0008905024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01515903,"about_ca_system_score_gemma":0.0138722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01776019,"about_ca_topic_score_gemma":0.03619682,"domain_scores_codex":[0.9941528,0.003370157,0.0001106949,0.0005041973,0.0007827487,0.001079292],"domain_scores_gemma":[0.9953062,0.002143912,0.0007105538,0.0003794736,0.0004797105,0.0009800673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004513544,0.0000251594,0.003607273,0.0001411222,0.000006821273,0.0002295223,0.07736526,0.0002329121,0.0001246145,0.8970985,0.002588878,0.01853475],"study_design_scores_gemma":[0.0000326514,0.00008695256,0.01717388,0.0007606806,0.00003255721,0.000404148,0.1752767,0.0005402242,0.0004049866,0.2826116,0.5226076,0.00006797923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2492068,0.01853671,0.007036197,0.0436828,0.000532428,0.00006442277,0.0001174961,0.0001065229,0.6807167],"genre_scores_gemma":[0.9794765,0.002386809,0.001232903,0.0006573119,0.00007905457,0.00003402288,0.0000220455,0.00002088881,0.01609043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02102458,"threshold_uncertainty_score":0.109987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054550678172382,"score_gpt":0.4656229970681677,"score_spread":0.3601679292509296,"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."}}