{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01061786,0.0005074256,0.0004582598,0.004687,0.001828751,0.004152835,0.001810288,0.001155958,0.000984884],"category_scores_gemma":[0.01220663,0.0003355035,0.0004775048,0.00529686,0.006288365,0.004635063,0.003828175,0.001807999,0.0001425363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003309386,"about_ca_system_score_gemma":0.005153418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146998,"about_ca_topic_score_gemma":0.003471613,"domain_scores_codex":[0.9960608,0.002180436,0.0003919421,0.000319971,0.0008280206,0.0002188027],"domain_scores_gemma":[0.9917922,0.004470123,0.001377037,0.0004043701,0.001226369,0.000729852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009133881,0.0005616401,0.2113649,0.001999794,0.000135684,0.0006238092,0.316485,0.001989174,0.003272753,0.218645,0.005695657,0.2391353],"study_design_scores_gemma":[0.00003786316,0.0006052915,0.3152114,0.006047569,0.0001183852,0.001786066,0.3782722,0.008523087,0.0008873236,0.2123313,0.07593964,0.0002398249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7898479,0.01830154,0.126564,0.01593991,0.0002548858,0.002499371,0.0008591596,0.0001015368,0.04563173],"genre_scores_gemma":[0.9454793,0.003506353,0.04791661,0.0004301655,0.00005703233,0.001654342,0.0003541381,0.00001799733,0.0005840227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01061786,"threshold_uncertainty_score":0.05615324,"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."}}