{"id":"W2517871340","doi":"","title":"Innovation in the Public and Nonprofit Sectors: A Public Solutions Handbook","year":2016,"lang":"en","type":"article","venue":"The innovation journal","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bureaucracy; Public sector; Corporate governance; Sociology; General partnership; Public relations; Management; Public administration; Economics; Politics; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.004668865,0.0001451295,0.0001235636,0.001138373,0.001139746,0.0005398438,0.0004139143,0.0001291795,0.0001096268],"category_scores_gemma":[0.0005367027,0.00007522496,0.00002215643,0.005661959,0.0002940795,0.001448474,0.000160662,0.0004647347,0.00004589727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018985,"about_ca_system_score_gemma":0.0001129545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005869415,"about_ca_topic_score_gemma":0.00004526325,"domain_scores_codex":[0.9984449,0.0000550667,0.0006440958,0.0001709781,0.0003195653,0.0003654354],"domain_scores_gemma":[0.9981855,0.00007541889,0.000530484,0.0001794283,0.001024828,0.000004365416],"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":[0.000007169532,0.00004454909,0.02559548,0.000007559166,0.00002629909,0.000003029286,0.000215373,1.094848e-7,0.000687319,0.9139268,0.009292148,0.05019412],"study_design_scores_gemma":[0.001777325,0.0000252172,0.1452971,0.0001038593,0.00001763135,0.0001150598,0.002785162,0.0001924937,0.00008048582,0.3901158,0.4590791,0.000410799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7167864,0.000130548,0.0897803,0.1804634,0.0009659475,0.0006209448,0.000002377793,0.0001329584,0.0111171],"genre_scores_gemma":[0.992424,0.00001335198,0.0002297604,0.006174,0.0007650179,0.00006373616,0.00001143092,0.00001326001,0.000305469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.523811,"threshold_uncertainty_score":0.8766118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285232686528834,"score_gpt":0.2484711643568274,"score_spread":0.1856188374915391,"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."}}