{"id":"W4393231928","doi":"10.5539/ies.v17n2p15","title":"Establishing Citizen Democratic Networks to Promote Political Participation in Schools under the Provincial Administrative Organization in Mahasarakham","year":2024,"lang":"en","type":"article","venue":"International Education Studies","topic":"Political theory and Gramsci","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Democracy; Politics; Public administration; Political science; Accountability; Public relations; Economic growth; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200195,0.0001326451,0.0001440419,0.0008174988,0.009865881,0.003926177,0.0007208772,0.0006084963,0.003845542],"category_scores_gemma":[0.003115621,0.0001981933,0.0001684406,0.0008224498,0.003153969,0.001946154,0.004538421,0.0008521273,0.0002319864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005011627,"about_ca_system_score_gemma":0.01724609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911047,"about_ca_topic_score_gemma":0.05802063,"domain_scores_codex":[0.997472,0.001334233,0.0000641221,0.0001364085,0.0003002365,0.000692958],"domain_scores_gemma":[0.9968463,0.0008396483,0.0007386573,0.0001591395,0.0003604862,0.001055735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001449718,0.0006349746,0.1829927,0.0005278127,0.00002739085,0.002801014,0.5488099,0.0009074369,0.004338088,0.08963218,0.008001862,0.1611816],"study_design_scores_gemma":[0.00006243445,0.0004289725,0.1922202,0.000442131,0.00005549964,0.0007800471,0.6030834,0.002207775,0.002322581,0.01451871,0.1838066,0.00007162884],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527789,0.0002620065,0.001349752,0.003177162,0.00004379788,0.0001475398,0.00001884552,0.00003359798,0.04218844],"genre_scores_gemma":[0.9973074,0.00007520206,0.0004559126,0.000107164,0.000006157098,0.00002747781,0.000007093402,0.000002649251,0.002010949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911047,"threshold_uncertainty_score":0.0379985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08006615649085348,"score_gpt":0.4709064203702024,"score_spread":0.3908402638793489,"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."}}