{"id":"W3132605529","doi":"10.20360/langandlit29503","title":"“You’re the boss, yo!”: Role-Play in Digital Multimodal Composition of Newcomer Youth","year":2021,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Filmmaking; Composition (language); Digital literacy; Literacy; Boss; Pedagogy; Sociology; Power (physics); Digital media; Psychology; Visual arts; Art; Computer science; Engineering; Literature","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":[0.003720386,0.0007110034,0.0005476849,0.001124174,0.0125038,0.005533391,0.001754954,0.00150913,0.003730756],"category_scores_gemma":[0.00435308,0.0003927145,0.0005270477,0.0005815635,0.01076774,0.002388598,0.006034746,0.002157518,0.0004810791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004177157,"about_ca_system_score_gemma":0.003247777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05319948,"about_ca_topic_score_gemma":0.1386175,"domain_scores_codex":[0.9968359,0.001698574,0.00006857604,0.0003129567,0.0003651674,0.0007188027],"domain_scores_gemma":[0.9980596,0.0007744795,0.0001782042,0.00008813893,0.0001807261,0.0007188139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004743985,0.00008329884,0.005229787,0.00005111393,0.000006529642,0.003364432,0.9795974,0.00003202303,0.001086935,0.002728065,0.0006458538,0.007127095],"study_design_scores_gemma":[0.00000918434,0.00006592451,0.003867209,0.0000871283,0.00002210503,0.002332951,0.9608623,0.0001612155,0.0008735314,0.0004138466,0.03128245,0.00002209955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781121,0.0004412421,0.001802393,0.001371596,0.00007339846,0.00009290467,0.00003507485,0.00004109619,0.01803018],"genre_scores_gemma":[0.9910043,0.0003163857,0.001508876,0.0001589025,0.00001969151,0.00003739966,0.00002605713,0.00003098356,0.006897269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05319948,"threshold_uncertainty_score":0.1057796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124757384584483,"score_gpt":0.2426185274088576,"score_spread":0.2313709535630128,"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."}}