{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001429397,0.001554552,0.001748128,0.001719229,0.0008156128,0.0004881502,0.004272266,0.002359436,0.0002868187],"category_scores_gemma":[0.0004295489,0.001558311,0.0005020376,0.001691901,0.0001390558,0.0006564677,0.001594572,0.004995205,0.006242488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744397,"about_ca_system_score_gemma":0.0005130267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005871512,"about_ca_topic_score_gemma":0.0005340845,"domain_scores_codex":[0.9900429,0.0007643841,0.00176018,0.003133882,0.001525743,0.002772937],"domain_scores_gemma":[0.9925662,0.001146967,0.001301825,0.003888736,0.0006636733,0.0004326084],"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":[0.0001317479,0.0001443126,0.00006338654,0.0001603596,0.000185468,0.0003811686,0.00249251,0.000005545433,0.0002509074,0.006310963,0.9867249,0.003148724],"study_design_scores_gemma":[0.0008340072,0.001514656,0.0002362022,0.000004463642,0.00004984644,0.0003430276,0.0000274582,0.001171377,0.0003432388,0.000574077,0.9933836,0.00151805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008556752,0.00007613195,0.01838055,0.961105,0.004288827,0.001605192,0.00006157697,0.001965536,0.003960375],"genre_scores_gemma":[0.0007081665,0.00006006715,0.007140412,0.9842471,0.0005838205,0.0008386565,0.0004372543,0.000283497,0.005700949],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02314212,"threshold_uncertainty_score":0.9997203,"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."}}