{"id":"W4403899081","doi":"10.5539/jel.v14n2p159","title":"Teachers’ Emotional Labor: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Journal of Education and Learning","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Emotional labor; Mathematics education; Pedagogy; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009834262,0.001655255,0.007863686,0.01838087,0.001276868,0.004011522,0.002735344,0.002726331,0.006635069],"category_scores_gemma":[0.04318505,0.001543094,0.006683468,0.017384,0.001305258,0.004340931,0.0028671,0.001824608,0.0006170762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006276653,"about_ca_system_score_gemma":0.0222469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179831,"about_ca_topic_score_gemma":0.03492452,"domain_scores_codex":[0.9899788,0.002934938,0.003992904,0.0006770278,0.002026997,0.0003893524],"domain_scores_gemma":[0.9650482,0.02534669,0.00511457,0.0005177852,0.003473694,0.0004990441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008433338,0.00001765697,0.0004086905,0.9695668,0.001804767,0.0001302916,0.0005828636,0.00004021324,0.0000882017,0.0002126891,0.001417861,0.0256456],"study_design_scores_gemma":[0.00006319393,0.00007624336,0.001588371,0.9694465,0.01093527,0.0002624939,0.0006517142,0.00002497513,0.00006929714,0.0001478785,0.01671338,0.00002070719],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001061619,0.9968822,0.0001973512,0.0002842174,0.0001378309,0.0005865362,0.0004069436,0.00001256207,0.0004308159],"genre_scores_gemma":[0.008678147,0.9885868,0.0005955138,0.0004864704,0.00006838707,0.001158679,0.0002468523,0.000007851582,0.0001711836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01838087,"threshold_uncertainty_score":0.05200917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06009176966537987,"score_gpt":0.4665606665019245,"score_spread":0.4064688968365446,"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."}}