{"id":"W2784393216","doi":"10.29379/jedem.v9i1.468","title":"Beyond Ambiguity: A Practical Framework for Developing and Implementing Open Government Reforms","year":2017,"lang":"en","type":"article","venue":"JeDEM - eJournal of eDemocracy and Open Government","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Open government; Transparency (behavior); Public relations; Facilitator; Accountability; Government (linguistics); General partnership; Ambiguity; Political science; Context (archaeology); Action (physics); Salience (neuroscience); Public administration; Computer science; 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":[0.1711991,0.002226004,0.001800317,0.01379274,0.02204798,0.0455727,0.0104538,0.0299633,0.01053186],"category_scores_gemma":[0.1139113,0.001693012,0.003145667,0.007113268,0.09353022,0.06194174,0.03980143,0.01730442,0.002675204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02441402,"about_ca_system_score_gemma":0.06045793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005838347,"about_ca_topic_score_gemma":0.007027314,"domain_scores_codex":[0.8453081,0.1280277,0.006219455,0.005158291,0.009252469,0.006034081],"domain_scores_gemma":[0.8771247,0.09092715,0.007042619,0.008830923,0.009137874,0.006936754],"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":[0.000009131511,0.00004081382,0.0001869449,0.0001743828,0.000006149948,0.0002155825,0.01470942,0.0009292821,0.00009393219,0.973184,0.001668277,0.008781954],"study_design_scores_gemma":[0.00003763517,0.00005295327,0.0001290468,0.001008291,0.00001165912,0.0001448763,0.02234489,0.00207955,0.0002399665,0.9113697,0.06253052,0.00005096153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01339287,0.004192429,0.5306408,0.2226763,0.001068591,0.002908362,0.0001207615,0.0006355282,0.2243643],"genre_scores_gemma":[0.4502434,0.002836839,0.5197562,0.007785275,0.0004003631,0.004055517,0.0001422452,0.0002292374,0.01455101],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1711991,"threshold_uncertainty_score":0.905398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08740157147675369,"score_gpt":0.4337993438405799,"score_spread":0.3463977723638262,"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."}}