{"id":"W4293162423","doi":"10.1002/tesq.3152","title":"Commentary: Critical digital literacies, practices and contexts","year":2022,"lang":"en","type":"article","venue":"TESOL Quarterly","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Pedagogy; Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001355841,0.0001059741,0.0001155769,0.0000602104,0.0006128282,0.0008785373,0.0001074143,0.00001211442,0.002895114],"category_scores_gemma":[0.00006431411,0.00009940276,0.00003129371,0.00002269877,0.0001829274,0.001219505,0.00002546804,0.0001717555,0.00005469701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312253,"about_ca_system_score_gemma":0.00002642358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002633327,"about_ca_topic_score_gemma":0.00007814428,"domain_scores_codex":[0.9991744,0.00006737874,0.0001854415,0.0001861241,0.0001845993,0.0002020248],"domain_scores_gemma":[0.9991829,0.0004302556,0.0001004037,0.0001452579,0.00005461405,0.00008660856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003353151,0.000265734,0.001239382,0.0000352187,0.00001874887,0.0000104615,0.86378,2.316456e-8,0.000004060744,0.01876107,0.08657581,0.02927593],"study_design_scores_gemma":[0.0002447402,0.0007683806,0.0003221631,0.00001051284,0.00002184672,0.00002400252,0.2343342,0.00004667197,0.000001876829,0.005992779,0.7580798,0.000153113],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692144,0.0009649048,0.00000471279,0.02059981,0.00189902,0.0001737109,0.0002761433,0.0001015578,0.006765777],"genre_scores_gemma":[0.9917011,0.000002232206,0.00002470582,0.005023293,0.000958921,0.00005946262,0.000160558,0.00001290223,0.002056789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.671504,"threshold_uncertainty_score":0.9980164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381220167027815,"score_gpt":0.2795781626825036,"score_spread":0.2557659610122254,"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."}}