{"id":"W2149369457","doi":"10.12927/hcpap..17143","title":"A Culture of Expertise, Not Conflict","year":2003,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Metaphor; Adversarial system; Quality (philosophy); Knowledge management; Business; Conflict management; Public relations; Psychology; Political science; Computer science; Epistemology; Law","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003273695,0.001570917,0.003085487,0.0007945227,0.001879493,0.00005290436,0.001307948,0.003702841,0.001945894],"category_scores_gemma":[0.001125763,0.001435419,0.0007220937,0.001160754,0.0001241086,0.0001920952,0.0007602898,0.006986663,0.003202528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003493785,"about_ca_system_score_gemma":0.002129832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008466369,"about_ca_topic_score_gemma":0.003344206,"domain_scores_codex":[0.9831724,0.004768624,0.003844475,0.002321777,0.002034193,0.003858504],"domain_scores_gemma":[0.9910544,0.00205553,0.002004272,0.002778439,0.0007558468,0.001351479],"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":[0.0008174832,0.0002581484,0.0001986171,0.004625069,0.0002376015,0.0001854559,0.05543395,0.000001411842,0.00007234684,0.001235576,0.9349067,0.002027663],"study_design_scores_gemma":[0.002431597,0.001623253,0.0003831298,0.0000315691,0.0001409961,0.00001564826,0.003929238,0.0000193207,0.00003566665,0.00004302386,0.9900383,0.001308238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008071773,0.0007782236,0.0002558545,0.965501,0.003670605,0.006996115,0.00105008,0.0005364857,0.01313993],"genre_scores_gemma":[0.0003464362,0.001638379,0.0008206185,0.9481966,0.000601913,0.003045549,0.001227945,0.0004009232,0.0437216],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05513164,"threshold_uncertainty_score":0.9997039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.234827798985166,"score_gpt":0.459870487101316,"score_spread":0.2250426881161499,"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."}}