{"id":"W4386626006","doi":"10.25110/educere.v23i3.2023-004","title":"CONDIÇÕES AMBIENTAIS DE TRABALHO E VOZ DOS PROFESSORES: UMA ANÁLISE DA PERCEPÇÃO DOS DOCENTES DE INSTITUIÇÕES DE ENSINO SUPERIOR NO PARANÁ-BRASIL","year":2023,"lang":"pt","type":"article","venue":"Educere","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Psychology; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002056364,0.0009860529,0.001127288,0.000571691,0.002369256,0.0002903328,0.0009256529,0.0008184753,0.004424675],"category_scores_gemma":[0.0008398872,0.0009251593,0.0004387562,0.00106112,0.0004074686,0.00054501,0.0007272443,0.001833578,0.006073537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233075,"about_ca_system_score_gemma":0.002499931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003670527,"about_ca_topic_score_gemma":0.001441709,"domain_scores_codex":[0.991416,0.001995146,0.001187101,0.001275945,0.0007432032,0.003382609],"domain_scores_gemma":[0.9959901,0.0009868325,0.0004018576,0.001212289,0.0002632099,0.001145722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008753543,0.001454011,0.1863523,0.007759039,0.0006616302,0.000889661,0.1306994,0.000128223,0.01412969,0.002529595,0.640677,0.01384409],"study_design_scores_gemma":[0.0104975,0.001260984,0.5702527,0.00812757,0.001248635,0.00007630108,0.1586328,0.003945854,0.003079996,0.0008789072,0.2390107,0.002988074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703515,0.001641154,0.0000781468,0.01125978,0.007684278,0.004419933,0.0004013693,0.0007764153,0.003387438],"genre_scores_gemma":[0.9477435,0.002197268,0.0003791699,0.004412167,0.002158605,0.0009559586,0.0002815834,0.0002443531,0.04162742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4016663,"threshold_uncertainty_score":0.9993199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05719532254671109,"score_gpt":0.400989812657813,"score_spread":0.3437944901111019,"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."}}