{"id":"W2337083011","doi":"10.12927/hcpap.2015.24411","title":"Learning about Failure from Successful Ecosystems","year":2015,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Ecosystem; Work (physics); Empire; Health care; Knowledge management; Business; Environmental resource management; Psychology; Computer science; Engineering; Ecology; Geography; Economics; Economic growth; Biology; Archaeology","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":[0.007226713,0.0006083385,0.001004785,0.0005760298,0.00535629,0.005195819,0.002011788,0.03615155,0.006162158],"category_scores_gemma":[0.05396981,0.0004845085,0.0009457042,0.0004559481,0.01399251,0.01266079,0.004864877,0.05375745,0.003181032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004738948,"about_ca_system_score_gemma":0.003057864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003139779,"about_ca_topic_score_gemma":0.004884474,"domain_scores_codex":[0.994781,0.002869688,0.0003054623,0.0004750781,0.001006255,0.0005626177],"domain_scores_gemma":[0.9620773,0.02943855,0.001891597,0.002050998,0.002495746,0.002045845],"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":[0.00006323418,0.00009187991,0.003064915,0.0002272098,0.0000724405,0.01399324,0.006825217,0.0005977208,0.0003321666,0.1041436,0.7906552,0.07993324],"study_design_scores_gemma":[0.00006432051,0.00009940205,0.001455515,0.0008075914,0.00003216972,0.01241833,0.006931713,0.001494044,0.0002359857,0.4086139,0.5677615,0.00008553929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001211507,0.001448622,0.000828301,0.990523,0.00147643,0.000006465078,0.00001141015,0.00001934052,0.004474822],"genre_scores_gemma":[0.05249838,0.004000689,0.001103404,0.9252559,0.01187117,0.00006029642,0.00002768576,0.00002935294,0.005153088],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03615155,"threshold_uncertainty_score":0.03821892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122919228993945,"score_gpt":0.2490460619627454,"score_spread":0.227816869672806,"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."}}