{"id":"W3177978448","doi":"10.3390/ijerph18137196","title":"Thriving from Work: Conceptualization and Measurement","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; University of Connecticut; University of Waterloo; Sloan School of Management, Massachusetts Institute of Technology; Queen Mary University of London; Centers for Disease Control and Prevention","keywords":"Thriving; Conceptualization; Psychology; Work (physics); Cognition; Applied psychology; Computer science; Engineering; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004766849,0.00008563663,0.0001970493,0.0001768311,0.0005499251,0.00006506073,0.0001582395,0.00008405879,0.0009435868],"category_scores_gemma":[0.0009131063,0.00007629193,0.00002692844,0.0001213166,0.000145114,0.0002846711,0.0002266266,0.0008443934,0.00002207039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008079314,"about_ca_system_score_gemma":0.001310849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000151611,"about_ca_topic_score_gemma":0.00009870917,"domain_scores_codex":[0.995876,0.001218194,0.0006577999,0.0001886616,0.001528537,0.0005308092],"domain_scores_gemma":[0.9978,0.0007473095,0.0002920478,0.00009680975,0.0003593829,0.0007044496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002711545,0.000478292,0.7130281,0.00007752927,0.000165863,0.0001003534,0.009676659,0.000001913302,0.0008947952,0.0035894,0.008786095,0.2629298],"study_design_scores_gemma":[0.00284198,0.0004504826,0.6752912,0.00102361,0.000004554945,0.00004954426,0.02340777,0.00005657034,0.0000581785,0.005841965,0.2908167,0.0001574207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307635,0.0111722,0.001340006,0.05405817,0.0008629949,0.0002522052,0.00003548131,0.000007908545,0.001507471],"genre_scores_gemma":[0.9834729,0.01262045,0.0004953814,0.002520972,0.0006231733,0.000006939548,0.00002668748,0.00001231271,0.0002211208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2820306,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1796216979726085,"score_gpt":0.4592647448776255,"score_spread":0.279643046905017,"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."}}