{"id":"W4283774877","doi":"10.20360/langandlit29624","title":"“Staring Down a Charging Bull”: Reconceptualizing Content and Disciplinary Literacy through Transmediation","year":2022,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Redeemer University","funders":"","keywords":"Bachelor; Literacy; Discipline; Identity (music); Pedagogy; Sociology; Class (philosophy); Staring; Psychology; Social science; Political science; Computer science; Communication; Art; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000221729,0.0001696017,0.0001939862,0.0001020202,0.0008444677,0.0005264193,0.00007909499,0.00002280721,0.00187622],"category_scores_gemma":[0.00002442476,0.0001510557,0.00005161694,0.00005370758,0.00008453011,0.001468132,0.00008592555,0.0002342418,0.000006846024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004076774,"about_ca_system_score_gemma":0.00002254538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008142975,"about_ca_topic_score_gemma":0.0000435694,"domain_scores_codex":[0.9988378,0.00009612949,0.0003044647,0.0003165016,0.0001777949,0.0002672787],"domain_scores_gemma":[0.9994372,0.0001579543,0.0001107533,0.0001630378,0.00005170815,0.00007932569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002959047,0.0000567044,0.001800634,0.00009772112,0.00001758873,0.00002459143,0.9611742,7.551951e-7,0.0001112171,0.003308625,0.0002105539,0.03316778],"study_design_scores_gemma":[0.001035384,0.0001514061,0.003055094,0.0001713689,0.00006167967,0.0000576451,0.8121951,0.0004807117,0.0001020555,0.00163497,0.1806021,0.0004524392],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871036,0.009224706,0.00003902993,0.0009148811,0.0009883808,0.0002193321,0.00008630023,0.00007550583,0.001348236],"genre_scores_gemma":[0.9926564,0.0001438422,0.000258909,0.001242734,0.001350331,0.0001028991,0.0003386302,0.00002312562,0.003883173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1803916,"threshold_uncertainty_score":0.9990362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912999552871314,"score_gpt":0.2786117064914475,"score_spread":0.2394817109627344,"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."}}