{"id":"W1998784290","doi":"10.1080/01596306.2013.871225","title":"Youth media and agency","year":2014,"lang":"en","type":"article","venue":"Discourse Studies in the Cultural Politics of Education","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agency (philosophy); Empowerment; Sociology; Youth empowerment; Youth studies; Positive Youth Development; New media; Media literacy; Foundation (evidence); Public relations; Media studies; Political science; Gender studies; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.002830457,0.0004293734,0.0002220168,0.001765512,0.007456006,0.0096632,0.000706873,0.001549231,0.0103146],"category_scores_gemma":[0.003204138,0.0001838426,0.0002035605,0.001569911,0.02767445,0.006689283,0.009252277,0.001354469,0.0005180785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006156142,"about_ca_system_score_gemma":0.002771844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01343752,"about_ca_topic_score_gemma":0.01055412,"domain_scores_codex":[0.9966438,0.002297123,0.00007494889,0.0002655775,0.0002846651,0.0004339236],"domain_scores_gemma":[0.9982576,0.0008312483,0.0003100443,0.0002060043,0.0001515449,0.0002436355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000178544,0.0000127617,0.002707557,0.00009019914,0.000007028968,0.000202521,0.1412797,0.0001685384,0.0001943039,0.8366542,0.002578328,0.01608691],"study_design_scores_gemma":[0.000009236602,0.0000296581,0.006469556,0.0009885378,0.00001585901,0.0003888768,0.2025962,0.0003951872,0.0007263866,0.1843584,0.6039922,0.00002992813],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1319207,0.01355059,0.004962761,0.02347818,0.0002488388,0.00003916589,0.000110763,0.0001000119,0.8255891],"genre_scores_gemma":[0.9893819,0.001869171,0.0002610313,0.0002805844,0.000046514,0.00002014895,0.00001405205,0.00001768711,0.008108986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01343752,"threshold_uncertainty_score":0.04466617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029193653901551,"score_gpt":0.4486604221367516,"score_spread":0.3457410567465965,"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."}}