{"id":"W2186831178","doi":"10.12927/hcpap.2015.24400","title":"A More Nuanced Discussion Required","year":2015,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epistemology; Engineering ethics; Sociology; Political science; Psychology; Philosophy; 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":[],"consensus_categories":[],"category_scores_codex":[0.04938607,0.001926654,0.002540496,0.003368133,0.0101181,0.01449311,0.008258758,0.03676632,0.04553624],"category_scores_gemma":[0.1241991,0.001083431,0.005031168,0.00207898,0.01275122,0.03969632,0.01270296,0.0404444,0.01363621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01197067,"about_ca_system_score_gemma":0.01439207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154677,"about_ca_topic_score_gemma":0.01278124,"domain_scores_codex":[0.9464915,0.03259036,0.003734371,0.003361798,0.008854333,0.004967489],"domain_scores_gemma":[0.8638695,0.09982123,0.002727967,0.005290169,0.02300387,0.005287198],"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":[0.00006931769,0.0001201989,0.0001466392,0.0006218847,0.0000369368,0.0005397082,0.007029556,0.0001524538,0.0005459522,0.1097494,0.8621662,0.01882177],"study_design_scores_gemma":[0.00001455403,0.00002321915,0.0002220141,0.0008922315,0.00001237988,0.0001846217,0.008285121,0.0001533876,0.0001487746,0.02478457,0.9652308,0.0000483477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004554535,0.00737715,0.002963115,0.9006855,0.07219236,0.0001625598,0.0001267474,0.00007081287,0.01596627],"genre_scores_gemma":[0.01064541,0.005684489,0.005154841,0.8868761,0.05050636,0.0006490754,0.0001396399,0.0001602532,0.04018371],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04938607,"threshold_uncertainty_score":0.2611816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130511221049482,"score_gpt":0.4298686858882644,"score_spread":0.2993574648387823,"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."}}