{"id":"W4412847264","doi":"10.18806/tesl.v42i1/1423","title":"Enhancing Intermediate English Learners’ Proficiency in Narrative Tenses","year":2025,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Linguistics; Psychology; Language proficiency; Mathematics education; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005440299,0.0001208947,0.0001747931,0.000194433,0.0006424539,0.0002283162,0.0001777797,0.00002592878,0.00590681],"category_scores_gemma":[0.0006711253,0.0001008137,0.00004005245,0.00006834661,0.00008251055,0.0001688209,0.00002989081,0.0009389718,0.000002450524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003054145,"about_ca_system_score_gemma":0.001076946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0847671,"about_ca_topic_score_gemma":0.6264299,"domain_scores_codex":[0.9988753,0.0001453776,0.0003077099,0.0001371243,0.0002187813,0.0003157334],"domain_scores_gemma":[0.9994525,0.0001362541,0.0001156533,0.00008164411,0.0001443581,0.00006958422],"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":[0.00004132165,0.0000726225,0.002524298,0.00006716056,0.00007398479,0.000251279,0.9015337,0.000303323,0.0002973398,0.01896489,0.06817618,0.007693898],"study_design_scores_gemma":[0.0007396253,0.0001311756,0.002687862,0.0007243648,0.00002324122,0.00001992894,0.4938464,0.0002287784,0.0002982494,0.0008371051,0.5001035,0.0003597339],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455079,0.003923838,0.0000368873,0.001085978,0.002739232,0.00008840915,0.000003360779,0.00004940173,0.04656493],"genre_scores_gemma":[0.9838219,0.000009433764,0.0000207339,0.005978534,0.0006017946,0.000003519682,0.000001588087,0.0000100123,0.009552442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5416628,"threshold_uncertainty_score":0.9950019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135036948972784,"score_gpt":0.2288175396099139,"score_spread":0.2174671701201861,"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."}}