{"id":"W4231314498","doi":"10.12927/hcpap.2014.23864","title":"All Aboard!","year":2014,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Virtualization; Computer science; Business; Psychology; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125306,0.0007145402,0.000470465,0.0004280266,0.008660292,0.004186708,0.0009928553,0.01445504,0.07738793],"category_scores_gemma":[0.007929632,0.0003164604,0.0007654166,0.0002394012,0.003374224,0.006653383,0.003881313,0.01885432,0.04159496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716369,"about_ca_system_score_gemma":0.00163926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007575811,"about_ca_topic_score_gemma":0.01228869,"domain_scores_codex":[0.9985337,0.0004413853,0.00006166706,0.0001957048,0.0004839687,0.0002834643],"domain_scores_gemma":[0.9985693,0.0003270562,0.0000689919,0.0001396407,0.0004016588,0.0004933763],"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":[0.00002901131,0.00004104766,0.0006374741,0.00003558692,0.000008008765,0.0009621322,0.0007043305,0.00002726526,0.000260411,0.008052071,0.9602115,0.02903127],"study_design_scores_gemma":[0.000007389424,0.0000223618,0.0003221084,0.00008369175,0.000003214109,0.000725604,0.001514155,0.00005192249,0.00005915089,0.002820773,0.9943763,0.00001350318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001755592,0.002921605,0.0008372948,0.8749686,0.02527731,0.00004465276,0.00007372499,0.0002964414,0.09382484],"genre_scores_gemma":[0.01050933,0.00130472,0.0006212644,0.7955402,0.004758519,0.00006471878,0.00004599852,0.0001024805,0.1870527],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07738793,"threshold_uncertainty_score":0.2588884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0637478865907687,"score_gpt":0.3259141021038346,"score_spread":0.262166215513066,"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."}}