{"id":"W4382585625","doi":"10.1590/1984-0411.87138","title":"(Des)Valorização docente na educação básica brasileira: naturalização da precarização promovida pelas premiações de professores","year":2023,"lang":"pt","type":"article","venue":"Educar em Revista","topic":"Education and Public Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.003561085,0.001088515,0.001160314,0.0008856262,0.002471042,0.00242724,0.002535226,0.0009114739,0.003258664],"category_scores_gemma":[0.004541064,0.001094082,0.000731519,0.006699502,0.001040312,0.001232116,0.000607874,0.001720028,0.002909734],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139897,"about_ca_system_score_gemma":0.008205148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426168,"about_ca_topic_score_gemma":0.0007441625,"domain_scores_codex":[0.9897054,0.002278376,0.001375151,0.001728,0.001739492,0.003173541],"domain_scores_gemma":[0.9940735,0.0008302883,0.0008572724,0.001637737,0.0008213486,0.001779896],"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":[0.0000650525,0.0008625817,0.03196618,0.001453447,0.0003293877,0.00002587612,0.3640901,0.000005322359,0.0001741249,0.02586711,0.5540738,0.02108695],"study_design_scores_gemma":[0.001080096,0.0003015126,0.06453601,0.002174103,0.0004488267,0.00004949722,0.2097641,0.0002998007,0.0002161082,0.002540213,0.7162254,0.002364345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134061,0.007915965,0.00003314421,0.02491033,0.01686708,0.003861899,0.0004521711,0.001493077,0.03106022],"genre_scores_gemma":[0.742662,0.001584933,0.0001218846,0.001398962,0.004295613,0.0003661946,0.0003854303,0.0001951718,0.2489898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2179296,"threshold_uncertainty_score":0.9991509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08581889554701817,"score_gpt":0.4059440468034569,"score_spread":0.3201251512564388,"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."}}