{"id":"W1597826694","doi":"10.1002/9781118539415.wbwell028","title":"Lead Well, Be Well","year":2014,"lang":"en","type":"other","venue":"Well Being","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Psychology; Affect (linguistics); Well-being; Public relations; Employee engagement; Employee research; Social psychology; Political 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001232492,0.0003658886,0.0006068909,0.0004273165,0.0007411026,0.00001244165,0.0004660501,0.001052143,0.07770506],"category_scores_gemma":[0.0001928091,0.0003351172,0.0001346632,0.0002453452,0.00009467849,0.00004147157,0.0002158545,0.001981137,0.09357399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112055,"about_ca_system_score_gemma":0.000711369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133085,"about_ca_topic_score_gemma":0.00125884,"domain_scores_codex":[0.99591,0.0007891791,0.0006784407,0.0005977508,0.0007351306,0.001289506],"domain_scores_gemma":[0.9972065,0.001122436,0.0003772794,0.0007443045,0.0001099734,0.000439482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005853835,0.00002975315,0.007709079,0.001813697,0.00002544591,0.000009668175,0.000142746,0.000001044782,0.0000054752,0.003896362,0.9834421,0.002866102],"study_design_scores_gemma":[0.0006400297,0.00006333616,0.001684899,0.001067604,0.000017416,7.203947e-7,0.00009329062,0.0001625585,0.000004078189,0.0003889923,0.9955687,0.000308364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000627058,0.0005846905,0.0003881538,0.002858799,0.002348002,0.001555147,0.00004212978,0.0003512633,0.9918091],"genre_scores_gemma":[0.002317683,0.0008269587,0.0006020174,0.004971918,0.00435994,0.0002052341,0.0003348819,0.0006243539,0.985757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01586893,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06617438069106255,"score_gpt":0.4499118983411223,"score_spread":0.3837375176500598,"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."}}