{"id":"W2338395275","doi":"10.12927/hcpap.2015.24417","title":"Towards a Model of Stewardship and Accountability in Support of Innovation and “Good” Failure","year":2015,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Accountability; Stewardship (theology); Business; Process management; Knowledge management; Engineering ethics; Public relations; Political science; Computer science; Engineering; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002635133,0.0006915649,0.001313389,0.00160966,0.0001294296,0.0001809574,0.000521772,0.0008009741,0.00007665186],"category_scores_gemma":[0.0006374205,0.0006637639,0.0001041518,0.001868006,0.0001014025,0.0009245762,0.0007302653,0.001025253,0.00002308072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148338,"about_ca_system_score_gemma":0.0007417254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005800118,"about_ca_topic_score_gemma":0.002785613,"domain_scores_codex":[0.9953896,0.00007750703,0.001616792,0.0009646271,0.001019388,0.0009320973],"domain_scores_gemma":[0.9969688,0.0001486606,0.001217833,0.0007154859,0.0008704227,0.00007879302],"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":[0.000451945,0.0001474698,0.007513105,0.002184107,0.00005096187,0.000006315407,0.00173314,0.000007758242,0.0001023775,0.00267308,0.9835106,0.001619147],"study_design_scores_gemma":[0.00212536,0.0002771916,0.00344278,0.000007742967,0.000100788,0.000006082413,0.0001801995,0.001317138,0.00002383541,0.002324636,0.9894288,0.0007654974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3412594,0.00005735769,0.0000386031,0.654757,0.0001474904,0.000965291,0.0001726486,0.0000673898,0.002534837],"genre_scores_gemma":[0.04982246,0.00003232619,0.0003357818,0.9481213,0.000279154,0.0001819978,0.0007304021,0.0001002271,0.0003963251],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2933643,"threshold_uncertainty_score":0.9995813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08541136799954531,"score_gpt":0.3119646837652721,"score_spread":0.2265533157657268,"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."}}