{"id":"W4410963198","doi":"10.24144/2307-3322.2025.88.4.33","title":"Public participation in the formation of state policy in education: the role of civil society organizations and educational initiatives","year":2025,"lang":"en","type":"article","venue":"Uzhhorod National University Herald Series Law","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil society; State (computer science); Public administration; Political science; Public education; Public policy; Public relations; Law; Politics","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":[0.02165915,0.0003671266,0.0003789978,0.002657012,0.007521405,0.01961997,0.0009992289,0.003744449,0.003871759],"category_scores_gemma":[0.01177491,0.0002838414,0.0004288571,0.003449699,0.01932105,0.009006045,0.01160856,0.00292936,0.000414663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009634089,"about_ca_system_score_gemma":0.01676046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005216526,"about_ca_topic_score_gemma":0.003959714,"domain_scores_codex":[0.9772757,0.01683825,0.0003963072,0.0007861752,0.001781014,0.002922503],"domain_scores_gemma":[0.9834239,0.01187677,0.001658697,0.000773377,0.0008074071,0.001459869],"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":[0.00003196413,0.00008917161,0.003959732,0.0002976841,0.00001449149,0.0003854582,0.08397755,0.00062216,0.00009906988,0.860424,0.003478292,0.0466205],"study_design_scores_gemma":[0.00002358241,0.0001477128,0.01032526,0.002501137,0.000041372,0.0003577802,0.1640272,0.001318797,0.0007043215,0.2304524,0.590054,0.00004637459],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2303611,0.04324606,0.02538931,0.1243647,0.001901126,0.0002724231,0.00007955654,0.0001337452,0.574252],"genre_scores_gemma":[0.9794866,0.005736172,0.001143655,0.001715178,0.000328354,0.0000738618,0.00002496936,0.0000208081,0.01147049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02165915,"threshold_uncertainty_score":0.1145459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110167463985018,"score_gpt":0.2893295062500416,"score_spread":0.2783127598515397,"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."}}