{"id":"W3176362369","doi":"10.20360/langandlit29563","title":"Reimagining Professional Development for Digital Literacies: Old, New and Pandemic","year":2021,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Digital literacy in education","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pandemic; Literacy; Professional development; Digital literacy; Coronavirus disease 2019 (COVID-19); Pedagogy; Mathematics education; Sociology; Psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01217568,0.0002992997,0.0003730459,0.001199428,0.009599174,0.01426789,0.001492535,0.00396187,0.004599615],"category_scores_gemma":[0.01405235,0.0003644693,0.0003128451,0.0008388038,0.02867697,0.02170157,0.01801058,0.008879925,0.0006505322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009359604,"about_ca_system_score_gemma":0.01254585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003379716,"about_ca_topic_score_gemma":0.007709733,"domain_scores_codex":[0.9907303,0.005689019,0.0003114498,0.0005191357,0.001100944,0.001649132],"domain_scores_gemma":[0.9886591,0.005905785,0.0007173086,0.001017185,0.001065045,0.002635588],"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":[0.00008248874,0.0002348242,0.008644042,0.0004239822,0.000009364351,0.001387298,0.4818387,0.0002766289,0.001603575,0.3291213,0.01715967,0.1592182],"study_design_scores_gemma":[0.00002558747,0.0001703415,0.003931375,0.001034842,0.000006841723,0.001408779,0.5346505,0.0007917789,0.001017672,0.09725388,0.35965,0.00005831987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3863334,0.02102313,0.02410262,0.4185222,0.002982762,0.0001982134,0.00007049779,0.000188431,0.1465788],"genre_scores_gemma":[0.9751015,0.004280965,0.007005717,0.007394959,0.0002354423,0.00006523883,0.00002220228,0.00006421313,0.00582983],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01426789,"threshold_uncertainty_score":0.06790894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150027643673682,"score_gpt":0.2971388559103673,"score_spread":0.2856385794736305,"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."}}