{"id":"W2112921850","doi":"10.12927/hcpap.2009.20926","title":"Risky Business: Failure to Prevent and Failure to Communicate","year":2009,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Business; Business failure; Computer security; Computer science; Finance","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":[0.001872232,0.0003833499,0.0005424544,0.000387279,0.002133332,0.0003908644,0.001284354,0.0002860008,0.0001175846],"category_scores_gemma":[0.000766194,0.0003780343,0.0001159851,0.002163353,0.00006415804,0.0004405338,0.0005465886,0.000482195,0.0004114736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007868277,"about_ca_system_score_gemma":0.0003891088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00482096,"about_ca_topic_score_gemma":0.03343003,"domain_scores_codex":[0.996059,0.0007905099,0.0007124034,0.0007128362,0.0007032286,0.001022026],"domain_scores_gemma":[0.9961477,0.000469974,0.0002389797,0.001583559,0.0003824912,0.00117731],"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":[0.0001928884,0.0005196595,0.00127956,0.00001779813,0.00003479153,0.000002893729,0.0561585,0.00008384802,0.0002855501,0.01708969,0.8944265,0.02990827],"study_design_scores_gemma":[0.00046344,0.0005034262,0.0365238,0.000003443781,0.00002744392,0.000005097677,0.004172488,0.00008046506,0.00001596061,0.0003857375,0.9573507,0.0004679942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3566341,0.0002066851,0.0003790289,0.6380147,0.00009244612,0.0011827,0.00002398291,0.0001900318,0.003276359],"genre_scores_gemma":[0.4216571,0.0005772933,0.004007208,0.5724768,0.00003137019,0.0002327352,0.00004938729,0.00003360511,0.0009344593],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06553791,"threshold_uncertainty_score":0.9998671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993626962414469,"score_gpt":0.3458413472249508,"score_spread":0.3059050776008061,"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."}}