{"id":"W4376126927","doi":"10.5216/ia.v48i1.74943","title":"ENSINO DE SOCIOLOGIA SOB A RAZÃO NEOLIBERAL: UM ESTUDO DOS PRIMEIROS IMPACTOS DO NOVO ENSINO MÉDIO EM ANÁPOLIS","year":2023,"lang":"pt","type":"article","venue":"Revista Inter-Ação","topic":"Sociology and Education in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003279877,0.0008185154,0.001241576,0.0003909073,0.001919051,0.0006846029,0.001333165,0.001432587,0.00303604],"category_scores_gemma":[0.002373812,0.000799339,0.0008235525,0.001575923,0.001866606,0.0004352974,0.0004898554,0.001512059,0.004491023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150314,"about_ca_system_score_gemma":0.001498662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009763513,"about_ca_topic_score_gemma":0.0001397494,"domain_scores_codex":[0.992449,0.002158169,0.001239389,0.00126027,0.0006017683,0.002291329],"domain_scores_gemma":[0.9952937,0.001669436,0.000749193,0.001097828,0.0004511715,0.0007387182],"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":[0.000180668,0.0005035286,0.1131029,0.00035292,0.0007364362,0.0001282768,0.4016119,0.00001306937,0.0008869363,0.01104398,0.4606112,0.0108282],"study_design_scores_gemma":[0.003745744,0.001396848,0.3078174,0.002049809,0.00111555,0.0002785944,0.327002,0.0005242456,0.0006292505,0.01139465,0.3394739,0.004571979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783463,0.002196899,0.0002161658,0.007742316,0.004659783,0.001206471,0.0001403767,0.0008009469,0.004690754],"genre_scores_gemma":[0.9647553,0.001515143,0.000150222,0.003463973,0.002385318,0.0001149826,0.0001141245,0.0001177405,0.02738319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947145,"threshold_uncertainty_score":0.9998637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06547547689913345,"score_gpt":0.3876453232595082,"score_spread":0.3221698463603748,"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."}}