{"id":"W2766495239","doi":"10.20396/rho.v17i2.8644682","title":"Formação de professores para educação profissional no Brasil: percurso histórico e desafios contemporâneos","year":2017,"lang":"pt","type":"article","venue":"Revista HISTEDBR On-line","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Continuing education; Humanities; Sociology; Philosophy; Medicine; Medical education","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003463615,0.0006711812,0.0008797922,0.0001982355,0.005790325,0.00108914,0.001929091,0.0006541648,0.00616547],"category_scores_gemma":[0.006389504,0.0006237582,0.0003893893,0.0002606759,0.001061049,0.001661351,0.0002233738,0.001283016,0.002550333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007732393,"about_ca_system_score_gemma":0.00467447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209709,"about_ca_topic_score_gemma":0.000665825,"domain_scores_codex":[0.9942873,0.001303856,0.001132568,0.0009981634,0.001099566,0.001178506],"domain_scores_gemma":[0.9932805,0.001236633,0.002196518,0.001656237,0.0008218556,0.0008082713],"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":[0.002562537,0.006356218,0.08333427,0.002796735,0.0006834687,0.0002000043,0.07655299,0.00002157463,0.0007678106,0.1024081,0.6836316,0.04068466],"study_design_scores_gemma":[0.0009795936,0.0006051685,0.01085248,0.001286796,0.0002708195,0.00003169191,0.007419848,0.0003582191,0.0001243552,0.0002995708,0.9768577,0.0009138203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4437639,0.03089883,0.0004599835,0.2539868,0.01967516,0.007465066,0.0007476516,0.0006438782,0.2423587],"genre_scores_gemma":[0.7388577,0.002329217,0.0003125469,0.001770451,0.002596062,0.0001653124,0.0001217573,0.00007262416,0.2537743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2950938,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2372078755380713,"score_gpt":0.479571894108045,"score_spread":0.2423640185699737,"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."}}