{"id":"W7120552557","doi":"","title":"The technical and professional formation of brazilian youth in new high school education (law 13,415/2017): analysis of guidelines","year":2023,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capital (architecture); Order (exchange); Professional development; Educational management; Basic law; Compulsory education; Context (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.002985159,0.0002899804,0.0005316369,0.0009398915,0.001124549,0.0001800378,0.000651846,0.0005728859,0.00006483431],"category_scores_gemma":[0.003305912,0.0002449837,0.0002154894,0.003707042,0.0001156377,0.001103014,0.0002003454,0.0005710935,0.000007630462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206038,"about_ca_system_score_gemma":0.004185281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002275516,"about_ca_topic_score_gemma":0.03248013,"domain_scores_codex":[0.995543,0.001016908,0.001438837,0.0005048029,0.001010548,0.0004858935],"domain_scores_gemma":[0.9957966,0.001110527,0.00122865,0.0005009146,0.0009754188,0.0003878974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002571257,0.0005059717,0.006566274,0.0001183552,0.000270312,0.00000308934,0.01840062,0.0001478128,0.0003555662,0.96364,0.006274658,0.003460261],"study_design_scores_gemma":[0.00112257,0.0001144466,0.185219,0.0006511104,0.001418166,0.00003704599,0.075616,0.001060171,0.0004262071,0.003471062,0.7302403,0.0006238404],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7195466,0.0030991,0.0004744942,0.2202242,0.004540348,0.001721686,0.0002507446,0.0002421949,0.04990074],"genre_scores_gemma":[0.995179,0.001365263,0.0003936629,0.0001846353,0.0004339172,0.0000696197,0.0003479223,0.00001782319,0.002008175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9601689,"threshold_uncertainty_score":0.9990145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06254063294350032,"score_gpt":0.3593940509411746,"score_spread":0.2968534179976743,"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."}}