{"id":"W4406815830","doi":"10.5117/9789463727679_ch05","title":"Open Government Partnership (OGP): Balancing Expertise, Practice, and the Academy","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"General partnership; Government (linguistics); Open government; Political science; Open data; Philosophy; Law","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":[0.007864906,0.0003298727,0.0003227136,0.001074959,0.007340627,0.02053641,0.001294192,0.004443797,0.00862523],"category_scores_gemma":[0.006527096,0.0002846816,0.000235983,0.002783414,0.02268104,0.01558973,0.01231745,0.00733725,0.001888703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007060041,"about_ca_system_score_gemma":0.01244114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003249103,"about_ca_topic_score_gemma":0.007274462,"domain_scores_codex":[0.9939792,0.003342141,0.0001380973,0.00046517,0.001513445,0.0005619429],"domain_scores_gemma":[0.9959314,0.002767822,0.0001172646,0.0003262352,0.0002881605,0.000569115],"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":[0.00000212545,0.000007589886,0.00005947961,0.00003779716,6.742822e-7,0.00007299725,0.008604669,0.00006206195,0.00003430058,0.948428,0.01561472,0.02707548],"study_design_scores_gemma":[0.000002719612,0.00001312358,0.0001476494,0.0002767584,0.00000112685,0.0001842909,0.01143355,0.0002146749,0.0001225694,0.3775002,0.6100935,0.000009876021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008466968,0.0138147,0.01801644,0.07792888,0.002024975,0.00006269752,0.00002304613,0.000137598,0.8795246],"genre_scores_gemma":[0.4941314,0.02145444,0.02555748,0.02454348,0.002174313,0.0003196116,0.00008646788,0.0004512599,0.4312816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02053641,"threshold_uncertainty_score":0.05122441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589111713323732,"score_gpt":0.3614982706724456,"score_spread":0.3256071535392083,"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."}}