{"id":"W4249583170","doi":"10.5539/res.v11n4p32","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Mongkut's University of Technology Thonburi","keywords":"Nonprobability sampling; Perception; Psychology; Social media; Citizenship; Democracy; Desk; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001489062,0.00009153764,0.0003067431,0.00004529674,0.0001666817,0.000005480467,0.0004485058,0.00001255109,0.000002346079],"category_scores_gemma":[0.0008970947,0.0000623484,0.00003704636,0.0005932839,0.00007041459,0.00006836977,0.0004922841,0.00009394732,0.00006378353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002883073,"about_ca_system_score_gemma":0.0000528979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.189646e-7,"about_ca_topic_score_gemma":3.050373e-7,"domain_scores_codex":[0.9988182,0.0002305812,0.0004769129,0.0001701479,0.0001849574,0.0001192518],"domain_scores_gemma":[0.9988401,0.000198729,0.0002829422,0.0001731523,0.0004936039,0.00001148941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001906717,0.0001390961,0.01505966,0.008743002,0.0007616945,0.000001148681,0.1508739,0.00001248287,0.01180789,0.05712245,0.005557583,0.7499021],"study_design_scores_gemma":[0.001324164,0.00200864,0.7280114,0.06721719,0.0002063603,0.0000128426,0.1280975,0.0001148551,0.02391798,0.01457832,0.03281498,0.001695817],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517254,0.01637415,0.007687277,0.005659952,0.0003854979,0.001197558,0.000001619383,0.00007800796,0.01689057],"genre_scores_gemma":[0.8829869,0.003080323,0.1133986,0.0002525829,0.00003611866,0.00001579655,0.00000106013,0.000008293569,0.0002202938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7482063,"threshold_uncertainty_score":0.2542494,"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."}}