{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003421389,0.0001662959,0.0003484152,0.0009600971,0.002774196,0.002596663,0.0004748728,0.0005505085,0.002800337],"category_scores_gemma":[0.008536953,0.0003281538,0.0003269092,0.001339652,0.002362811,0.00101668,0.002892469,0.0008202919,0.0002476816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002576815,"about_ca_system_score_gemma":0.004304222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06421594,"about_ca_topic_score_gemma":0.09875107,"domain_scores_codex":[0.9966215,0.001459568,0.000197998,0.0003264413,0.0007729234,0.0006215132],"domain_scores_gemma":[0.9928492,0.002245965,0.001440488,0.0003739294,0.001408883,0.001681479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001589225,0.0001222906,0.6318173,0.0002596668,0.00005462033,0.0002879208,0.3320379,0.0001884952,0.001887831,0.002125143,0.001177273,0.02988267],"study_design_scores_gemma":[0.000009225317,0.0001845887,0.6592991,0.0001197075,0.00002409329,0.00009996654,0.3298376,0.0002539271,0.0002298102,0.0003046505,0.009606824,0.00003049252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996102,0.0001581697,0.0001817438,0.0003313301,0.000007423484,0.00002638116,0.00003872657,0.000005168099,0.003148968],"genre_scores_gemma":[0.9990125,0.00013975,0.0001208321,0.00003075635,0.000002319645,0.00001767992,0.00001572641,0.000001226162,0.0006592465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06421594,"threshold_uncertainty_score":0.1276843,"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."}}