{"id":"W2463499564","doi":"10.1177/0730888416656031","title":"Helping Without Caring","year":2016,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Feeling; Emotional labor; Optimism; Social psychology; Psychology; Settlement (finance); Debt; Anger; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.000176738,0.00003382338,0.000040898,0.00003243663,0.0007854094,0.00002130503,0.00005758651,0.00003685309,0.0001391308],"category_scores_gemma":[0.0002228985,0.00002367446,0.00001386821,0.000168711,0.0001174938,0.0001211185,0.00002544659,0.00003603795,0.0000351315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003153102,"about_ca_system_score_gemma":0.0000677509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001467578,"about_ca_topic_score_gemma":0.0006881344,"domain_scores_codex":[0.9995456,0.00005875757,0.00006784489,0.00008949225,0.0001121822,0.0001261536],"domain_scores_gemma":[0.999624,0.0001690401,0.00002359355,0.00006832669,0.0000485365,0.00006647265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002216815,0.000007200694,0.6904241,8.031751e-7,0.000003581105,2.437563e-7,0.002766458,5.569359e-7,0.00005184655,0.2972267,0.0007802795,0.008735915],"study_design_scores_gemma":[0.0002089219,0.000006670492,0.8631819,0.0002037758,0.00001368694,2.492452e-7,0.001324517,0.000002151751,0.00004312616,0.01911338,0.1157528,0.0001487769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967097,0.0001295574,0.003511525,0.01283975,0.0005863334,0.000149864,0.000009575809,0.0001362774,0.08592746],"genre_scores_gemma":[0.9914157,0.00004457593,0.001006729,0.0001155973,0.0001444364,0.00001035179,9.09728e-7,0.00000360681,0.007258034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2781134,"threshold_uncertainty_score":0.6040813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03636461929983258,"score_gpt":0.3501218995886189,"score_spread":0.3137572802887863,"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."}}