{"id":"W86439114","doi":"","title":"Beyond Literacy and Voice in Youth Media Production.","year":2006,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Contradiction; Art; Media studies; Linguistics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001631432,0.0001617535,0.000203356,0.000714905,0.0009212471,0.0002593375,0.000263304,0.0000541861,0.0001669851],"category_scores_gemma":[0.0007270979,0.0001479243,0.00006344071,0.0003718516,0.0005528459,0.001872744,0.00001803641,0.0002111505,0.00001484845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006821805,"about_ca_system_score_gemma":0.0005281615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009133206,"about_ca_topic_score_gemma":0.001225439,"domain_scores_codex":[0.9982603,0.0001896067,0.0006904197,0.0002710378,0.0002657508,0.0003229531],"domain_scores_gemma":[0.9982622,0.0002036798,0.0005505601,0.0001586072,0.000668698,0.0001562097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003851115,0.001172329,0.009676002,0.0001958448,0.00001494556,0.000002795199,0.891212,0.000288494,0.0001251716,0.06615321,0.008873658,0.02224707],"study_design_scores_gemma":[0.0007255707,0.0003990642,0.07565899,0.001106976,0.0001788931,0.001112914,0.4562748,0.0003443349,0.001304496,0.2586854,0.2033495,0.0008591545],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779852,0.0009178104,0.00001339546,0.002832444,0.006372732,0.0001394009,0.00003429722,0.00001672539,0.01168798],"genre_scores_gemma":[0.9909462,0.0001867611,0.003462808,0.0006894618,0.002600734,0.00001615934,0.00002514129,0.00001512061,0.00205758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4349372,"threshold_uncertainty_score":0.7085581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1988518832682707,"score_gpt":0.3557715550706193,"score_spread":0.1569196718023486,"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."}}