{"id":"W2559016015","doi":"","title":"Modernizing our Doctoral and Postdoctoral Training Programs: Bold New Initiatives","year":2016,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Medical education; Political science; Public relations; Pedagogy; Engineering ethics; Public administration; Psychology; Medicine; Geography; Engineering","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":[],"category_scores_codex":[0.1035644,0.002724291,0.002863276,0.003020998,0.01679746,0.0269431,0.006809067,0.0377273,0.05673755],"category_scores_gemma":[0.100424,0.001466362,0.003165233,0.001777468,0.01500155,0.02832256,0.02921299,0.06085468,0.02295482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008224709,"about_ca_system_score_gemma":0.1079671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004068309,"about_ca_topic_score_gemma":0.0134429,"domain_scores_codex":[0.9465038,0.01920096,0.002699257,0.003756979,0.01359968,0.01423945],"domain_scores_gemma":[0.5676059,0.05182299,0.01027443,0.01756601,0.04082067,0.31191],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003500916,0.001771872,0.002500765,0.001143491,0.0001766757,0.0003436551,0.00187299,0.0006097181,0.002012149,0.0461985,0.8036029,0.1394172],"study_design_scores_gemma":[0.0003315667,0.0008434165,0.005743565,0.002744692,0.00009252544,0.0004638952,0.008360198,0.000553173,0.0006700528,0.09928808,0.8806826,0.0002262139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001002117,0.00687892,0.002741597,0.967956,0.01671599,0.00007568053,0.00007036275,0.0002341293,0.004325145],"genre_scores_gemma":[0.0406521,0.01866332,0.03142831,0.8417715,0.03756441,0.0008269324,0.000349475,0.0004305968,0.02831328],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8964356,"threshold_uncertainty_score":0.5477072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3775693726925631,"score_gpt":0.4510968794203637,"score_spread":0.07352750672780062,"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."}}