{"id":"W2147331799","doi":"10.12927/hcpap..16894","title":"Developing Leaders in the Real World","year":2003,"lang":"en","type":"review","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Administration (probate law); Chief executive officer; Management; Career development; Public relations; Medical education; Leadership development; Officer; Psychology; Political science; Engineering ethics; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001852144,0.001107467,0.001789104,0.001771887,0.000874206,0.0006761049,0.001558329,0.000371606,0.0003433957],"category_scores_gemma":[0.000347022,0.0008705572,0.0004410705,0.006078145,0.00007051839,0.0006151604,0.0005154752,0.001010897,0.003215828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369079,"about_ca_system_score_gemma":0.0004555951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418828,"about_ca_topic_score_gemma":0.01033279,"domain_scores_codex":[0.9943852,0.0003034536,0.001533696,0.001328771,0.0008357003,0.00161311],"domain_scores_gemma":[0.9971079,0.0006702536,0.0008089049,0.001176219,0.0001412493,0.00009546321],"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":[0.00003003785,0.0001874383,0.0002392228,0.007114144,0.0001123533,0.00004931001,0.001779035,0.000004964475,6.412638e-8,0.05417156,0.8821595,0.05415233],"study_design_scores_gemma":[0.0005097612,0.00003673373,0.0001305598,0.00004974513,0.0003814388,0.00000740969,0.001413742,0.00001564455,5.671973e-8,0.0001435914,0.9962935,0.001017774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001597765,0.2086184,0.0003147229,0.750607,0.001881622,0.005050442,0.00002448035,0.0005635201,0.03278005],"genre_scores_gemma":[0.00001315425,0.3670525,0.0002085053,0.6292163,0.0001542945,0.0005251294,0.0003610529,0.0001927764,0.002276265],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1584341,"threshold_uncertainty_score":0.9993745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2185148278501517,"score_gpt":0.3690720453326194,"score_spread":0.1505572174824677,"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."}}