{"id":"W2341638617","doi":"10.12927/hcpap.2015.24413","title":"#FAIL: Defining, Understanding and Owning our Failures","year":2015,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Key (lock); Health care; Political science; Risk analysis (engineering); Engineering ethics; Business; Process management; Computer science; Engineering; Computer security; Law","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":[0.03061932,0.0009494356,0.001466601,0.001316916,0.01287316,0.01469789,0.003850433,0.06063791,0.005156355],"category_scores_gemma":[0.09023803,0.0007757772,0.001471159,0.001006036,0.03384767,0.02598597,0.01223247,0.07992061,0.002931762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456116,"about_ca_system_score_gemma":0.02628287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0196439,"about_ca_topic_score_gemma":0.02592924,"domain_scores_codex":[0.9718626,0.01443054,0.001800493,0.002268915,0.006072001,0.003565415],"domain_scores_gemma":[0.9359826,0.04256104,0.003575076,0.002530184,0.008280421,0.007070687],"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":[0.00001693111,0.00003614606,0.001352366,0.0001091136,0.00001790218,0.0009744571,0.008123446,0.000165191,0.0001633219,0.1142043,0.8462232,0.02861357],"study_design_scores_gemma":[0.00002566618,0.00005091514,0.001248918,0.001047573,0.00001569719,0.001392629,0.01742316,0.0007157396,0.0002507257,0.2582093,0.7194766,0.0001429108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002511991,0.0006650634,0.0002780542,0.9967322,0.0009738861,0.000003260217,0.000005373457,0.000006968049,0.00108392],"genre_scores_gemma":[0.01091048,0.001293775,0.0007335337,0.9798012,0.004986602,0.00003123585,0.00001106703,0.00003932197,0.002192719],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06063791,"threshold_uncertainty_score":0.1619324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2019422830645673,"score_gpt":0.3223494329550433,"score_spread":0.120407149890476,"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."}}