{"id":"W2116613790","doi":"10.33524/cjar.v14i1.71","title":"EMPOWERING MARGINALIZED YOUTH: CURRICULUM, MEDIA STUDIES, AND CHARACTER DEVELOPMENT","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College; Bishop's University; University of Ottawa","funders":"","keywords":"Curriculum; Pedagogy; Active listening; Action research; Sociology; Character development; Curriculum development; Character education; Digital media; Social media; Mathematics education; Character (mathematics); Psychology; Political science; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004666604,0.0002047609,0.0002780352,0.0009654376,0.005611712,0.003941009,0.001119719,0.00046554,0.001968876],"category_scores_gemma":[0.00738109,0.0001946848,0.0001547272,0.0006910719,0.003533597,0.001394955,0.004477463,0.001090389,0.0001272967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009208987,"about_ca_system_score_gemma":0.03075734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08695727,"about_ca_topic_score_gemma":0.2905851,"domain_scores_codex":[0.9967862,0.001724852,0.00009385225,0.0001560416,0.0004203475,0.0008187036],"domain_scores_gemma":[0.996623,0.0007676227,0.0003369834,0.0001267553,0.0004997282,0.00164594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008064898,0.002853348,0.1023099,0.0004842507,0.00001747946,0.0005976374,0.6042024,0.0003372426,0.002755101,0.02425898,0.005910518,0.2561924],"study_design_scores_gemma":[0.00004778747,0.000781488,0.1983781,0.001041399,0.00004510335,0.0001835308,0.6336889,0.0005246132,0.004060558,0.005743508,0.1554609,0.00004417284],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686238,0.0007271102,0.0009217394,0.005243333,0.0000422039,0.00023064,0.00002639089,0.00003591129,0.02414894],"genre_scores_gemma":[0.9946405,0.0004359875,0.001473391,0.0002738094,0.000008306066,0.0001810053,0.0000159241,0.000006780564,0.00296421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08695727,"threshold_uncertainty_score":0.1729023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.278720898836765,"score_gpt":0.390325904603071,"score_spread":0.111605005766306,"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."}}