{"id":"W2121311104","doi":"10.3916/c37-2011-03-01","title":"Children and New Media: Youth Media Participation. A Case Study of Egypt and Finland","year":2011,"lang":"en","type":"article","venue":"Comunicar","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Qualitative research; Media literacy; Exploratory research; Political science; Sociology; Social science; Media studies","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001719805,0.00006166044,0.0001390991,0.00005522796,0.0001211612,0.0000177496,0.0001262169,0.00006222802,0.00002548649],"category_scores_gemma":[0.0002689856,0.00005480705,0.00001065621,0.0001366744,0.0002617306,0.00009746715,0.0001503574,0.0000608845,0.000002381239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000059203,"about_ca_system_score_gemma":0.00004783518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006582821,"about_ca_topic_score_gemma":0.01473,"domain_scores_codex":[0.999435,0.00004907791,0.0001477069,0.0001324596,0.000112526,0.0001231985],"domain_scores_gemma":[0.9995286,0.0001215122,0.00005333497,0.000157873,0.00002615382,0.0001124711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000105846,0.0001289473,0.6499963,0.000001004768,0.00002644576,0.00003647157,0.3317859,2.28575e-8,5.534483e-7,0.002698772,0.0001812666,0.01513375],"study_design_scores_gemma":[0.001608689,0.0001631734,0.8921174,0.00001307686,0.00007923269,0.00003471648,0.1004163,0.000002187588,0.00002712359,0.005130717,0.0002176138,0.000189806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99395,0.0003743225,0.000003197499,0.00007384533,0.0000428473,0.0001720128,0.000005079894,0.0000292779,0.005349389],"genre_scores_gemma":[0.9995952,0.0001112607,0.0001905966,0.00001705557,0.0000318473,0.000002454961,0.000002575225,0.000003910888,0.00004510711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421211,"threshold_uncertainty_score":0.9951301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231141499295737,"score_gpt":0.3088234292969068,"score_spread":0.1857092793673331,"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."}}