{"id":"W2153954743","doi":"","title":"Stewards, Mediators, and Catalysts: Toward a Model of Collaborative Leadership1","year":2012,"lang":"en","type":"article","venue":"˜The œinnovation journal","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Workforce; Collaborative governance; General partnership; Government (linguistics); Political science; Corporate governance; Business; Management; Economics; 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":[0.003160844,0.00006000559,0.00009790745,0.0001765421,0.000487343,0.0001193057,0.0001860433,0.00006437652,0.00005760054],"category_scores_gemma":[0.0004785055,0.00004382271,0.00001965563,0.001154754,0.0003852932,0.0006122049,0.0000219193,0.0002371407,0.000004087655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005871386,"about_ca_system_score_gemma":0.00119191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006072354,"about_ca_topic_score_gemma":0.00009075611,"domain_scores_codex":[0.9985743,0.00022089,0.0002943096,0.00006121952,0.0005700251,0.000279296],"domain_scores_gemma":[0.9987995,0.0001181307,0.0002359772,0.00007231327,0.0006360508,0.0001380161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005133693,0.0001238142,0.007230059,0.00001997619,0.00007835365,8.954993e-7,0.1161513,0.00002773847,0.002101825,0.839075,0.0282647,0.006875019],"study_design_scores_gemma":[0.003594646,0.0003625876,0.0175311,0.0001203656,0.0001032782,0.00007508892,0.4693197,0.003714907,0.006334164,0.07830092,0.4195524,0.0009907793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8313081,0.000877647,0.009981843,0.1048335,0.0007512986,0.000581207,0.0001064444,0.00005034824,0.05150957],"genre_scores_gemma":[0.9977441,0.00006382201,0.0002502255,0.0004166775,0.0005366106,0.000005664317,0.000004070656,0.000004322245,0.000974512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7607741,"threshold_uncertainty_score":0.3748297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247264459384705,"score_gpt":0.3931556743837337,"score_spread":0.2684292284452632,"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."}}