{"id":"W2976355453","doi":"10.5539/res.v11n4p21","title":"The Development of Innovative Multimedia through Social Lab to Promote Perception of Good Citizenship according to Democratic Values","year":2019,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Educational Technology and E-Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Mongkut's University of Technology Thonburi","keywords":"Nonprobability sampling; Perception; Democracy; Psychology; Social media; Desk; Citizenship; Multimedia; Sociology; Political science; Computer science","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":[0.0034455,0.0003463502,0.0002079561,0.0007374244,0.0007681078,0.002038495,0.0004914264,0.0003726427,0.003959204],"category_scores_gemma":[0.005053245,0.0001164408,0.0003039029,0.0002831676,0.0006620592,0.0009037852,0.00155347,0.0006290945,0.0004938029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000474516,"about_ca_system_score_gemma":0.001021596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628784,"about_ca_topic_score_gemma":0.0005000796,"domain_scores_codex":[0.9977561,0.001345367,0.00006285605,0.0001113502,0.0004818406,0.0002425469],"domain_scores_gemma":[0.9953414,0.002230425,0.0005238476,0.0003069293,0.0005451152,0.001052288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006507887,0.01808689,0.08388667,0.001557575,0.0001042359,0.0008592505,0.05100811,0.001197611,0.04513938,0.006459099,0.00778389,0.7832666],"study_design_scores_gemma":[0.0006772089,0.03134562,0.5049458,0.00142996,0.0005083705,0.001901931,0.1576522,0.008882655,0.08820473,0.0137656,0.1904039,0.0002821559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643402,0.000138905,0.005418627,0.0009149237,0.00005741978,0.0005644231,0.00003553158,0.0001150727,0.02841489],"genre_scores_gemma":[0.9825,0.0002357836,0.01188369,0.0002894234,0.00005164903,0.0004640615,0.00003607252,0.0000213147,0.00451812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003959204,"threshold_uncertainty_score":0.0182218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06255693459782573,"score_gpt":0.3546274163840478,"score_spread":0.292070481786222,"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."}}