{"id":"W2905119203","doi":"10.1177/0894439318814190","title":"Young People, Digital Media, and Engagement: A Meta-Analysis of Research","year":2018,"lang":"en","type":"article","venue":"Social Science Computer Review","topic":"Social Media and Politics","field":"Social Sciences","cited_by":428,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Politics; Digital media; Civic engagement; Public engagement; Public relations; Political communication; Reading (process); Psychological intervention; Political science; Sociology; Media studies; Psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.04203883,0.001594761,0.008163832,0.01103487,0.0007827519,0.00415958,0.001729079,0.001595977,0.003116005],"category_scores_gemma":[0.106865,0.00118435,0.02306253,0.01479684,0.0011365,0.003041767,0.002423012,0.001882136,0.0002343895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003427787,"about_ca_system_score_gemma":0.005644852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006755419,"about_ca_topic_score_gemma":0.0128517,"domain_scores_codex":[0.9636917,0.02154777,0.008673662,0.002680626,0.002895837,0.0005105227],"domain_scores_gemma":[0.8654197,0.1142648,0.01205913,0.002925281,0.004457139,0.0008739302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001257918,0.00007781891,0.02904381,0.3347715,0.5963251,0.0002182659,0.001085938,0.0003699459,0.0001991053,0.0004695118,0.001339583,0.03484147],"study_design_scores_gemma":[0.0004329286,0.0005014674,0.02417563,0.07952169,0.8862655,0.0002766769,0.0007966645,0.000214067,0.0002933278,0.0009200092,0.006548517,0.00005356684],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01455079,0.9816154,0.001475453,0.0004452514,0.0001496161,0.0004347694,0.0008094484,0.0000260361,0.0004933356],"genre_scores_gemma":[0.3359799,0.6534789,0.005054357,0.001141386,0.0002159187,0.002351916,0.001343575,0.000066423,0.0003676942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9918362,"threshold_uncertainty_score":0.2223252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2996458235735898,"score_gpt":0.4904576896687028,"score_spread":0.190811866095113,"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."}}