{"id":"W3207978872","doi":"10.14393/er-v28a2021-53","title":"Políticas de formação docente: as parcerias público-privadas na rede de ensino estadual paulista","year":2021,"lang":"pt","type":"article","venue":"Ensino em Re-Vista","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade de São Paulo; Pontifícia Universidade Católica de São Paulo","keywords":"Political science; Humanities; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002908165,0.0006302859,0.0007031987,0.0001909735,0.002129238,0.001613362,0.0008173541,0.0007556868,0.009437285],"category_scores_gemma":[0.005884673,0.0007170889,0.0003700549,0.001251079,0.0006636042,0.001219314,0.000365364,0.00126167,0.00125809],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007599724,"about_ca_system_score_gemma":0.007309183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004187144,"about_ca_topic_score_gemma":0.007706875,"domain_scores_codex":[0.9921769,0.002585642,0.0009918043,0.001117717,0.001198679,0.001929231],"domain_scores_gemma":[0.9943203,0.001851365,0.0007263288,0.001255568,0.0007392703,0.001107216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008232465,0.00186922,0.01638751,0.0003504971,0.0007146011,0.002272748,0.5008426,0.00002907512,0.00313696,0.07319502,0.3802626,0.02011593],"study_design_scores_gemma":[0.0007730127,0.0001788046,0.007977145,0.0001778429,0.0003628052,0.000401905,0.1964135,0.0001239808,0.004189924,0.003005247,0.785486,0.0009097704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.797626,0.003639623,0.0004064142,0.08445181,0.00377957,0.0005305773,0.000143688,0.0003019492,0.1091203],"genre_scores_gemma":[0.915063,0.001495877,0.00104542,0.006562793,0.001559923,0.00001297038,0.0001764735,0.00008585193,0.07399774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4052234,"threshold_uncertainty_score":0.9995281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07734531427819034,"score_gpt":0.4202977067421355,"score_spread":0.3429523924639451,"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."}}