{"id":"W4393981384","doi":"10.1080/25741292.2024.2337095","title":"Public value and procedural policy instrument specifications in “design for service”","year":2024,"lang":"en","type":"article","venue":"Policy Design and Practice","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Value (mathematics); Service (business); Business; Public service; Computer science; Public administration; Marketing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002785909,0.00009767541,0.0001044685,0.0003809768,0.0003421286,0.0003884614,0.0000980237,0.0001042919,0.00001136794],"category_scores_gemma":[0.003906582,0.00009542119,0.00001329691,0.001181301,0.00008633389,0.0008005092,0.0000200254,0.0001525315,0.00001374836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181496,"about_ca_system_score_gemma":0.00207981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003238777,"about_ca_topic_score_gemma":0.0005466287,"domain_scores_codex":[0.9983618,0.0006659769,0.0002238046,0.0002440634,0.0001783517,0.0003260409],"domain_scores_gemma":[0.9971158,0.002378407,0.00006175507,0.00009251506,0.0001854328,0.0001661096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003255566,0.00003411076,0.000006726716,0.00008733061,0.00001110563,0.000001275168,0.01651276,0.000002044119,0.0000710001,0.9301265,0.001800426,0.0513142],"study_design_scores_gemma":[0.0002343541,0.00007279294,0.0002631125,0.00004384371,0.000009408353,0.00001977498,0.009259715,0.00108839,0.00002749974,0.05768593,0.9311513,0.000143839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006121256,0.0008258875,0.01176021,0.970076,0.00009152126,0.0009020134,0.000007244926,0.00009321028,0.01563175],"genre_scores_gemma":[0.9533721,0.005691102,0.01831554,0.02046532,0.001084051,0.0002740044,0.000004910982,0.00002213701,0.0007708843],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9527599,"threshold_uncertainty_score":0.4896084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4727014266726367,"score_gpt":0.4703811907269049,"score_spread":0.00232023594573183,"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."}}