{"id":"W4414876282","doi":"10.18806/tesl.v42i2/1430","title":"Exploring Language Teachers’ Perspectives on Hybrid Delivery with Adult Literacy Learners","year":2025,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Information literacy; Digital literacy; Participatory action research; Citizen journalism; Adult literacy; Theme (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02329706,0.0006266796,0.0008762605,0.001492886,0.01993423,0.01362714,0.002532721,0.003920207,0.005248305],"category_scores_gemma":[0.02638331,0.001098891,0.0008052403,0.0009972189,0.01708262,0.008051466,0.01436084,0.006398098,0.00100153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009169488,"about_ca_system_score_gemma":0.01046278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0168231,"about_ca_topic_score_gemma":0.03119488,"domain_scores_codex":[0.9725674,0.02044071,0.0006883524,0.00138849,0.002023934,0.00289114],"domain_scores_gemma":[0.9789872,0.01399418,0.001200003,0.0005016987,0.002090661,0.003226334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001322326,0.00005355787,0.001028706,0.00006094304,0.000002056392,0.001025379,0.9924919,0.00003439045,0.0004783972,0.001572781,0.0004382448,0.002800294],"study_design_scores_gemma":[0.000008179228,0.00007617015,0.0004710894,0.0001476318,0.000005764342,0.0005332187,0.9778252,0.0001084567,0.0003082762,0.0005236132,0.019977,0.00001542568],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406973,0.001170969,0.01135161,0.0137119,0.0002403101,0.0003407904,0.00004987265,0.0001140902,0.03232319],"genre_scores_gemma":[0.9796061,0.0009895103,0.004317595,0.002224907,0.00005253368,0.000262389,0.00002837051,0.0001190832,0.01239947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02329706,"threshold_uncertainty_score":0.1232081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880335842132262,"score_gpt":0.2832682493972055,"score_spread":0.2644648909758829,"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."}}