{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00009158677,0.0001243675,0.0001248419,0.00005896513,0.00009798658,0.001398707,0.0001315397,0.00003308963,0.0000120897],"category_scores_gemma":[0.0001338327,0.00009900838,0.00002512843,0.0001482797,0.0000172914,0.002598364,0.0002062358,0.0000890351,0.000006932782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001828785,"about_ca_system_score_gemma":0.0001974264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003726423,"about_ca_topic_score_gemma":8.09371e-7,"domain_scores_codex":[0.9990622,0.00001462685,0.0002213971,0.00036789,0.0001262979,0.0002075694],"domain_scores_gemma":[0.9992669,0.0002174638,0.00006026614,0.0002298463,0.00009318931,0.0001323054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007125806,0.00005754154,0.008045712,0.00007246443,0.00001303656,0.00002794545,0.0934409,1.678404e-7,0.0002769368,0.00498947,0.0008455082,0.8922232],"study_design_scores_gemma":[0.001340024,0.00007033579,0.02601203,0.0006860488,0.00001210232,0.0005100826,0.002437261,0.001724802,0.002116422,0.01272373,0.9516767,0.0006904663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581786,0.003929124,0.0334598,0.001485178,0.0009659216,0.0002312103,0.00002289248,0.0001526852,0.001574548],"genre_scores_gemma":[0.7994466,0.00001846517,0.1277498,0.001845857,0.0003470006,0.000038762,0.0002057524,0.000017197,0.07033051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9508312,"threshold_uncertainty_score":0.999638,"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."}}