{"id":"W4385380818","doi":"10.1002/tesj.749","title":"Plurilingual memoir writing: A framework for storytelling and peacebuilding","year":2023,"lang":"en","type":"article","venue":"TESOL Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Storytelling; Narrative; Pedagogy; Psychology; Memoir; Peacebuilding; Sociology; Literature; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001270191,0.0001250759,0.0001679012,0.0001807061,0.001587642,0.000545615,0.0001171552,0.00005362943,0.0003142092],"category_scores_gemma":[0.0005285613,0.0001120552,0.00009147914,0.00003861193,0.00008063829,0.0001492174,0.00003369643,0.0007704764,0.00003549316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002615531,"about_ca_system_score_gemma":0.00003356972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009729388,"about_ca_topic_score_gemma":0.000008565486,"domain_scores_codex":[0.9990022,0.00006501031,0.00024783,0.0001573958,0.0001687985,0.0003587474],"domain_scores_gemma":[0.998907,0.0006967369,0.0001324818,0.00007963464,0.00007619862,0.0001079597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000114392,0.00007506395,0.002136884,0.0002480769,0.0002346983,0.0001352722,0.4308659,0.001412748,0.0006877935,0.4327032,0.0242201,0.1071659],"study_design_scores_gemma":[0.0009474077,0.0003215245,0.0002112456,0.0008884101,0.00009214743,0.0002168884,0.08469212,0.01169135,0.00008630013,0.05040696,0.8498731,0.000572586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977504,0.002241292,0.01019007,0.001323847,0.001491191,0.0001693743,0.00001009739,0.0004500464,0.006620156],"genre_scores_gemma":[0.9823332,0.0001116181,0.006638337,0.0002639945,0.006383871,0.000006632737,0.000004355048,0.0000478463,0.004210128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.825653,"threshold_uncertainty_score":0.9997122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07373772683340332,"score_gpt":0.3181870452939476,"score_spread":0.2444493184605443,"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."}}