{"id":"W3120664972","doi":"10.3390/ijerph18020365","title":"Value Conflict, Lack of Rewards, and Sense of Community as Psychosocial Risk Factors of Burnout in Communication Professionals (Press, Radio, and Television)","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Stress and Burnout Research","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Gobierno de Aragón","keywords":"Burnout; Psychology; Workload; Emotional exhaustion; Social psychology; Scale (ratio); Psychosocial; Applied psychology; Clinical psychology; Psychiatry; Computer science","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":[0.004364481,0.00009289813,0.0003618952,0.0003184917,0.0001306929,0.00003154732,0.0002988013,0.0001002432,0.0003330679],"category_scores_gemma":[0.0007555974,0.00007678434,0.00005100188,0.0001241102,0.0007694307,0.0001704833,0.0003451506,0.001014644,5.442157e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070116,"about_ca_system_score_gemma":0.0003019873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005058285,"about_ca_topic_score_gemma":0.00009744879,"domain_scores_codex":[0.994964,0.002854165,0.0007638142,0.0001232615,0.001038284,0.0002564585],"domain_scores_gemma":[0.9970517,0.001624993,0.0005609498,0.0002336599,0.0002672494,0.0002614634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001458944,0.006511969,0.8269023,0.000309403,0.0006483203,0.00005288796,0.03212776,0.00000348404,0.004281881,0.009985342,0.001925026,0.1157927],"study_design_scores_gemma":[0.002089576,0.0009311424,0.9677012,0.000379078,0.000004208497,0.0001069037,0.02266277,0.00001406317,0.0007744099,0.002212016,0.003059332,0.00006528977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848251,0.01025756,0.000008762946,0.003758872,0.00007204075,0.0001626236,0.0002272104,9.805919e-7,0.00068682],"genre_scores_gemma":[0.9689027,0.03074703,0.0001158353,0.00005581787,0.00003324233,0.000002842269,0.00002807469,0.000008136511,0.0001062879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1407989,"threshold_uncertainty_score":0.7646648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1721721185679351,"score_gpt":0.494205656157462,"score_spread":0.3220335375895269,"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."}}