{"id":"W4409336997","doi":"10.5334/ijic.icic24191","title":"Exploring Mechanisms that Facilitate the Development of Collaborative Governance Structures","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process management; Knowledge management; Corporate governance; Collaborative governance; Business; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.044976,0.0006382497,0.0003664513,0.004196483,0.00903782,0.01297844,0.003122361,0.002884656,0.009139592],"category_scores_gemma":[0.0680678,0.0007925123,0.00122893,0.00268583,0.03149156,0.01376813,0.01160983,0.002792291,0.0006846149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01204793,"about_ca_system_score_gemma":0.02142212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891514,"about_ca_topic_score_gemma":0.005909296,"domain_scores_codex":[0.9576956,0.03218827,0.001449957,0.003078899,0.003068373,0.002519002],"domain_scores_gemma":[0.912978,0.05809685,0.01346781,0.007424206,0.004823114,0.003209944],"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":[0.00003989221,0.0001425046,0.02058608,0.0005018464,0.00006605456,0.0009284398,0.2250788,0.00150681,0.0007468225,0.7085291,0.002380877,0.03949274],"study_design_scores_gemma":[0.0001969486,0.0002847538,0.02796518,0.002399237,0.0001798554,0.0008737665,0.2357798,0.007920726,0.002674124,0.5121996,0.2093746,0.0001514611],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4075029,0.002565957,0.3029974,0.03834863,0.0003817925,0.002209661,0.0002410207,0.0005814407,0.2451713],"genre_scores_gemma":[0.9733122,0.0003838118,0.02358775,0.0003633848,0.00002350057,0.0003951774,0.00005503667,0.00003581134,0.001843318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.044976,"threshold_uncertainty_score":0.2378587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216152359783335,"score_gpt":0.393306587457449,"score_spread":0.2716913514791155,"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."}}