{"id":"W2408359231","doi":"10.12927/hcpap.2016.24590","title":"Recognizing the Magnitude of the Challenge","year":2016,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mental Health Association","funders":"","keywords":"Magnitude (astronomy); Physics; Astrophysics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01555603,0.0007245716,0.001306055,0.001084627,0.02339112,0.01308778,0.005699964,0.06943531,0.005827966],"category_scores_gemma":[0.05479202,0.0006086308,0.001283598,0.001579686,0.03035676,0.01081732,0.007634449,0.08508077,0.002019113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06362172,"about_ca_system_score_gemma":0.1765526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7297142,"about_ca_topic_score_gemma":0.7966717,"domain_scores_codex":[0.9821671,0.003347827,0.0009641346,0.001849112,0.007156642,0.004515134],"domain_scores_gemma":[0.956296,0.01578439,0.001570709,0.0009444577,0.01224657,0.01315792],"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":[0.00001863355,0.00002883518,0.0008758702,0.0001145878,0.00001642929,0.0009043441,0.003963584,0.0001631371,0.0001937702,0.03871448,0.9416413,0.01336491],"study_design_scores_gemma":[0.00004397447,0.00003637325,0.002058091,0.000612443,0.0000232716,0.001280482,0.01244901,0.0006017401,0.0002012272,0.04087155,0.9416385,0.0001833414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002911826,0.0006464785,0.00005067848,0.9960613,0.001875203,0.000002465126,0.00001114933,0.00000469572,0.001056841],"genre_scores_gemma":[0.007675157,0.0009049748,0.0002367985,0.9847423,0.003702318,0.00001196403,0.00001339544,0.00001267063,0.002700454],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7297142,"threshold_uncertainty_score":0.5437552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1459689308351163,"score_gpt":0.3747558341425609,"score_spread":0.2287869033074446,"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."}}