{"id":"W4406144266","doi":"10.12957/riae.2024.87524","title":"EDUCAÇÃO DEMOCRÁTICA: A REVOLUÇÃO ESCOLAR IMINENTE","year":2024,"lang":"pt","type":"article","venue":"Revista Interinstitucional Artes de Educar","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Logos Bible Software; Philosophy; Political science; Theology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001944012,0.0005136601,0.0005184963,0.0003391462,0.000897265,0.001348149,0.0008350962,0.0003621166,0.01615336],"category_scores_gemma":[0.001500641,0.0005256831,0.0004952998,0.0009232727,0.0005880518,0.001319244,0.0001921157,0.001216211,0.005963785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007423654,"about_ca_system_score_gemma":0.004853546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000315162,"about_ca_topic_score_gemma":0.0002923644,"domain_scores_codex":[0.9958316,0.0007620267,0.0008138307,0.0009712176,0.0006595761,0.0009617396],"domain_scores_gemma":[0.9971022,0.001207144,0.0002236529,0.0005329266,0.0002625711,0.0006715238],"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":[0.0001221863,0.0008606145,0.002837459,0.001990724,0.0006877991,0.0002270983,0.05826228,0.00001005272,0.0004318627,0.4422289,0.4703608,0.02198022],"study_design_scores_gemma":[0.000108333,0.0001283529,0.0009518369,0.002377852,0.0003436262,0.0002134934,0.01504234,0.0002713256,0.00005035594,0.0012102,0.9787387,0.0005636007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4100607,0.1493125,0.002196559,0.2436876,0.05422931,0.002155374,0.0004906749,0.0009907627,0.1368765],"genre_scores_gemma":[0.9070017,0.006261216,0.0005196687,0.001736542,0.006235357,0.000117464,0.00006528969,0.00007410146,0.07798863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5083779,"threshold_uncertainty_score":0.9997195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06455274183368373,"score_gpt":0.4106017381080552,"score_spread":0.3460489962743715,"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."}}