{"id":"W2003412202","doi":"10.12927/hcpap.2011.22411","title":"Intervention Research on Working Conditions and Mental Health: Persistent Challenges, New Directions and Opportunities to Integrate Research Agendas","year":2011,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Intervention (counseling); Psychosocial; Mental health; Compensation (psychology); FLAGS register; Public relations; Legislation; Psychology; Sociology; Engineering ethics; Political science; Social psychology; Engineering; Psychiatry; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1889582,0.001845083,0.007688713,0.006377264,0.009635172,0.01975777,0.009019027,0.02081801,0.005973984],"category_scores_gemma":[0.2318929,0.001311349,0.002976885,0.006994105,0.03591005,0.03508885,0.01238255,0.02396887,0.001099405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01619782,"about_ca_system_score_gemma":0.04771131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137243,"about_ca_topic_score_gemma":0.02655006,"domain_scores_codex":[0.8044699,0.1579251,0.01093776,0.006504918,0.01609386,0.004068372],"domain_scores_gemma":[0.4049657,0.5588954,0.007131922,0.006407864,0.01777493,0.00482413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004513204,0.0008033994,0.003392794,0.04179325,0.0005892349,0.0007644911,0.04462897,0.0007390319,0.0005257388,0.3429263,0.1987742,0.3646112],"study_design_scores_gemma":[0.0003394282,0.0008075192,0.006320882,0.1246424,0.0006138515,0.000578003,0.100077,0.001056499,0.0003618177,0.4127648,0.3520678,0.0003699877],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0008067757,0.1947393,0.001798859,0.7867885,0.01413841,0.00006651175,0.00004004952,0.00001947694,0.001602134],"genre_scores_gemma":[0.05003696,0.5492777,0.01451369,0.3096787,0.07242502,0.001813609,0.0001384774,0.00007849361,0.002037274],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1889582,"threshold_uncertainty_score":0.9993185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5606703184210886,"score_gpt":0.5096429975358336,"score_spread":0.05102732088525497,"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."}}