{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003415683,0.0003223332,0.0001831857,0.0006674999,0.0007552361,0.001971171,0.0004823141,0.0003676291,0.003820843],"category_scores_gemma":[0.004868138,0.0001041704,0.0002715559,0.0002521567,0.0006722894,0.0008845979,0.001627891,0.0005717024,0.0004661508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681034,"about_ca_system_score_gemma":0.00100944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001799525,"about_ca_topic_score_gemma":0.0005577782,"domain_scores_codex":[0.9977296,0.001416879,0.0000610037,0.0001066297,0.000444158,0.0002417324],"domain_scores_gemma":[0.9956421,0.002123431,0.0004845811,0.0002756858,0.0004840232,0.0009902325],"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":[0.0005728278,0.01866802,0.08077043,0.001459374,0.00009686985,0.0007933905,0.05345784,0.0011348,0.04234158,0.006848974,0.008601293,0.7852545],"study_design_scores_gemma":[0.0006776017,0.03088141,0.4995096,0.001407604,0.0004755785,0.001800922,0.1669441,0.008705665,0.08980104,0.01319094,0.186346,0.0002595659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644455,0.0001304683,0.004493022,0.001019348,0.00005694402,0.0004633918,0.0000303574,0.0001061875,0.02925478],"genre_scores_gemma":[0.9841294,0.0002191238,0.01046753,0.0002979409,0.00004828867,0.000392234,0.00003154472,0.00001876961,0.004395028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003820843,"threshold_uncertainty_score":0.01806408,"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."}}