{"id":"W4404661023","doi":"10.56238/arev6n3-259","title":"CAMINHOS À PESQUISA: UMA REVISÃO DE LITERATURA SOBRE A REFORMA DO ENSINO MÉDIO, LEI 13.415/2017","year":2024,"lang":"pt","type":"review","venue":"Aracê.","topic":"Data Privacy and Cybersecurity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Mathematics education; Political science; Law; Psychology","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003496505,0.001338514,0.002535535,0.0003451024,0.001477968,0.002684242,0.002933018,0.001493657,0.001042115],"category_scores_gemma":[0.0009212895,0.001083154,0.001589257,0.00174369,0.0007545443,0.001426834,0.001293192,0.002845546,0.009732302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009381074,"about_ca_system_score_gemma":0.001932857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150187,"about_ca_topic_score_gemma":0.0007020705,"domain_scores_codex":[0.9918519,0.00142826,0.001680565,0.001818361,0.001307818,0.001913156],"domain_scores_gemma":[0.9953556,0.0003604885,0.0009754639,0.002249483,0.0002945768,0.0007643581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002586336,0.0001490591,0.0000343037,0.01231267,0.0004534879,0.0008227956,0.0287537,6.388124e-8,0.00000116703,0.01792602,0.3410321,0.5984888],"study_design_scores_gemma":[0.0002209974,0.00009763502,0.00004923812,0.01873803,0.001795503,0.0002980224,0.002141732,0.00001749778,0.000001132117,0.00116396,0.9742077,0.001268578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006610004,0.9139493,0.00000762623,0.001276765,0.003819942,0.001501367,0.001558852,0.0002811747,0.076944],"genre_scores_gemma":[0.005147537,0.9585984,0.0001291195,0.0009398519,0.003215276,0.0001176828,0.0009945229,0.0001283748,0.03072923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6331756,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06820362852761509,"score_gpt":0.382499159005767,"score_spread":0.3142955304781519,"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."}}