{"id":"W2154895950","doi":"10.12927/hcpap..16827","title":"Research Priorities Are Critical","year":2004,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004535017,0.0007172502,0.001082542,0.0006799221,0.003127863,0.0007131168,0.001438991,0.00146666,0.002556492],"category_scores_gemma":[0.004248939,0.0007472172,0.0004071797,0.001401067,0.0008419488,0.0002829365,0.0004536168,0.003652477,0.004092623],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007880544,"about_ca_system_score_gemma":0.004924662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02154346,"about_ca_topic_score_gemma":0.02340495,"domain_scores_codex":[0.9879348,0.002360719,0.001102645,0.001791087,0.003501042,0.003309747],"domain_scores_gemma":[0.9921339,0.003997047,0.0002319008,0.001397357,0.000886366,0.001353411],"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":[0.0001320195,0.0004137103,0.0005761469,0.0003705454,0.00003588749,0.00007345341,0.04525088,0.000001277682,0.000001618061,0.009083241,0.9432896,0.0007715566],"study_design_scores_gemma":[0.0004342931,0.0005763297,0.00129922,0.000008331145,0.0000329603,0.000007409593,0.01244725,0.000001751256,0.000003970621,0.001676675,0.9827431,0.0007686431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02430332,0.0002759762,0.00001245162,0.9538304,0.00306634,0.002028855,0.0002043493,0.0004494207,0.01582892],"genre_scores_gemma":[0.00248378,0.0003472479,0.0002790889,0.9710148,0.00136989,0.00105227,0.0001943004,0.0001700194,0.02308862],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0394535,"threshold_uncertainty_score":0.9998296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2273777475871577,"score_gpt":0.4801684604933332,"score_spread":0.2527907129061756,"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."}}