{"id":"W2119447935","doi":"10.12927/hcpap..17764","title":"Determining the Utility of Public Reporting - Too Early to Judge","year":2005,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Ombudsman and Human Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Data science; Business; Computer science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4263965,0.0005862587,0.00192791,0.004786008,0.003757674,0.01515113,0.005777277,0.02756624,0.003517679],"category_scores_gemma":[0.7688166,0.001042756,0.001895647,0.003191172,0.01326433,0.02133728,0.00783556,0.03036067,0.002313128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01322,"about_ca_system_score_gemma":0.01838277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008423295,"about_ca_topic_score_gemma":0.005512868,"domain_scores_codex":[0.5648901,0.3007443,0.03355549,0.0104908,0.07653327,0.01378601],"domain_scores_gemma":[0.1386502,0.7162138,0.04252155,0.02067659,0.07375623,0.008181687],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001153429,0.0004150253,0.07887962,0.001690994,0.0003062718,0.001442489,0.01061533,0.001603169,0.0006928573,0.2059705,0.4299051,0.2673253],"study_design_scores_gemma":[0.0008518065,0.00171851,0.06076084,0.01481923,0.0005708702,0.002861835,0.0152703,0.01852295,0.004858168,0.3002311,0.578433,0.001101402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01089654,0.003378923,0.006359358,0.953135,0.005184294,0.0002417212,0.0001688915,0.0001056507,0.02052952],"genre_scores_gemma":[0.3342628,0.002924282,0.009267889,0.6402392,0.008539702,0.0009415309,0.0002073226,0.00011865,0.003498599],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5736035,"threshold_uncertainty_score":0.7073553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1930516270180296,"score_gpt":0.3812789195046364,"score_spread":0.1882272924866068,"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."}}