{"id":"W4302565787","doi":"10.34019/2447-5246.2021.v26.36729","title":"UNIVERSIDADE PÚBLICA ITALIANA","year":2022,"lang":"pt","type":"article","venue":"Educação em Foco","topic":"Management, Economics, and Public Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Political science","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":[0.0008272368,0.0004844331,0.0004924867,0.001244781,0.001405965,0.001268386,0.001490258,0.0001030262,0.05680424],"category_scores_gemma":[0.00009324933,0.0006569005,0.0003549762,0.001328628,0.00008637567,0.001681121,0.002141037,0.0005732509,0.004729877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000440119,"about_ca_system_score_gemma":0.000236729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003166531,"about_ca_topic_score_gemma":0.0003879734,"domain_scores_codex":[0.9969486,0.00006813995,0.0005922871,0.0008836476,0.0004083771,0.001098966],"domain_scores_gemma":[0.9981651,0.00005327736,0.0006403257,0.0009493202,0.00009164323,0.0001003207],"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":[0.00004057907,0.0004266425,0.007820711,0.0002244367,0.0002367722,0.00003328816,0.0009410175,0.0001366817,0.000001856828,0.06814383,0.9118107,0.0101835],"study_design_scores_gemma":[0.000893703,0.00003800252,0.008171456,0.00001910489,0.0001684676,0.000005135584,0.01093157,0.001561518,0.000001074049,0.002244984,0.9752339,0.0007311588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1965954,0.001593081,0.0000849943,0.07202426,0.01580377,0.001761662,0.0002342031,0.0005273389,0.7113753],"genre_scores_gemma":[0.7735028,0.00005881803,0.00002804004,0.01629666,0.005035346,0.0001068731,0.0002869274,0.0001269261,0.2045576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5769075,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319199721960395,"score_gpt":0.2301285869210342,"score_spread":0.2069365897014303,"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."}}