{"id":"W4400817438","doi":"10.1080/14719037.2024.2381073","title":"Innovation in public organizations: the role of human capital","year":2024,"lang":"en","type":"article","venue":"Public Management Review","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Human capital; Business; Public administration; Political science; Economics; Market economy","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":[0.004149271,0.00008854221,0.0002479654,0.002442437,0.00033272,0.002089172,0.0003108807,0.0003573295,0.002238898],"category_scores_gemma":[0.01741455,0.00005532856,0.0001577866,0.003993852,0.001198332,0.001696374,0.001220226,0.0004051483,0.0002068786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202588,"about_ca_system_score_gemma":0.001687588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006626991,"about_ca_topic_score_gemma":0.008668943,"domain_scores_codex":[0.9974495,0.001142412,0.000161074,0.0002624911,0.0006009592,0.0003835975],"domain_scores_gemma":[0.958778,0.02313681,0.01308218,0.001129646,0.001918688,0.001954602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001033275,0.00007779495,0.8838407,0.0004737851,0.0001740833,0.000183237,0.002443479,0.001247525,0.0001183707,0.0114074,0.002622867,0.0973075],"study_design_scores_gemma":[0.000008313702,0.00007641814,0.9771663,0.0003622827,0.00005602751,0.0001129897,0.003180315,0.0006251698,0.0001521006,0.005292966,0.01295497,0.0000120767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508816,0.01845592,0.001760372,0.004055195,0.00005279506,0.0000315288,0.0007788672,0.00001087124,0.02397292],"genre_scores_gemma":[0.9981177,0.001320111,0.00008715205,0.00007735911,0.0000237865,0.000005542149,0.00009174627,8.233177e-7,0.0002758589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006626991,"threshold_uncertainty_score":0.02194369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373661096773842,"score_gpt":0.2586557246998205,"score_spread":0.234919113732082,"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."}}