{"id":"W2134921613","doi":"10.12927/hcpap.2008.19795","title":"Reduced Suffering and Increased Productivity - The Workers' Compensation Model","year":2008,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hermitage Medicentres","funders":"","keywords":"Productivity; Compensation (psychology); Workers' compensation; Economics; Labour economics; Business; Psychology; Social psychology; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001478897,0.0005505327,0.000700651,0.0002399729,0.002216795,0.0003703096,0.0005247983,0.0006428569,0.00003606603],"category_scores_gemma":[0.0002807989,0.0004854683,0.0001945721,0.0005814887,0.0002239545,0.0007474042,0.0001289987,0.001294658,0.0001237155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045514,"about_ca_system_score_gemma":0.0008194839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575834,"about_ca_topic_score_gemma":0.004128864,"domain_scores_codex":[0.9958531,0.0005974934,0.0007244533,0.0009441944,0.0007541497,0.00112667],"domain_scores_gemma":[0.9977127,0.0007642261,0.0003905789,0.0006286772,0.0001425442,0.000361289],"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":[0.0002693099,0.0000768668,0.0003107197,0.00009333691,0.0000519753,0.00001161102,0.02967696,0.00009772962,0.000009682183,0.000717691,0.962816,0.005868126],"study_design_scores_gemma":[0.0006034986,0.0002112669,0.001633146,0.00000471781,0.00005341852,0.00001773179,0.0006372671,0.001068351,0.00002027008,0.0002980512,0.99472,0.000732314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2507363,0.00007349316,0.0001540968,0.7371697,0.0003839651,0.001697855,0.00006758118,0.0002153768,0.009501665],"genre_scores_gemma":[0.1000466,0.0002614905,0.0001965958,0.8967388,0.0002982189,0.0003454906,0.0002669641,0.00007343604,0.001772334],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1595691,"threshold_uncertainty_score":0.9997597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05696667403005171,"score_gpt":0.293508699497863,"score_spread":0.2365420254678113,"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."}}