{"id":"W4404634116","doi":"10.1017/9781009279277","title":"Public Sector Innovation","year":2024,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Public sector; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002340782,0.0005757454,0.0004938566,0.00165314,0.002227171,0.009297939,0.0009948787,0.003617178,0.04300268],"category_scores_gemma":[0.004797475,0.0003419945,0.0007034832,0.003370503,0.003822894,0.006784895,0.004376825,0.003045658,0.0178593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005723489,"about_ca_system_score_gemma":0.008151078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933158,"about_ca_topic_score_gemma":0.002632211,"domain_scores_codex":[0.9972384,0.0005958165,0.0001004613,0.0002911403,0.001350028,0.0004242272],"domain_scores_gemma":[0.9979954,0.0007372614,0.0001079748,0.0004756834,0.0004666845,0.0002169825],"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":[0.000007957637,0.00003083831,0.0001045951,0.0001985141,0.000006247892,0.00005524859,0.0005506559,0.0003333944,0.0001234426,0.7334945,0.1618229,0.1032717],"study_design_scores_gemma":[0.000004292349,0.000008911539,0.00009684031,0.0002037812,0.000002429272,0.00006575631,0.0001860649,0.000147583,0.0001004515,0.09084094,0.9083393,0.000003741491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001215683,0.01276614,0.004923752,0.01743353,0.0023712,0.00009143982,0.0001269804,0.0002113425,0.9608601],"genre_scores_gemma":[0.07614333,0.03707318,0.006551565,0.007526288,0.001870373,0.0002272961,0.0004062504,0.0001598334,0.8700419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04300268,"threshold_uncertainty_score":0.1438584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05951506660335377,"score_gpt":0.2019630796211951,"score_spread":0.1424480130178414,"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."}}