{"id":"W2595146444","doi":"10.18806/tesl.v33i0.1246","title":"Resilience Through Storytelling in the EAL Classroom","year":2017,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Psychological resilience; Pedagogy; Humanities; Psychology; Sociology; Mathematics education; Narrative; Social psychology; Literature; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001079686,0.00008371218,0.0001116909,0.00002523505,0.003064427,0.00009200854,0.0006355268,0.00005737491,0.000902489],"category_scores_gemma":[0.0005203062,0.00005770335,0.00002533006,0.00004968665,0.00005924086,0.000313761,0.00002767943,0.001022389,0.0000240635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592603,"about_ca_system_score_gemma":0.003721293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2728196,"about_ca_topic_score_gemma":0.4811634,"domain_scores_codex":[0.9985702,0.0001892345,0.0003080418,0.0001133549,0.0003979366,0.0004212138],"domain_scores_gemma":[0.998794,0.0003387375,0.0003249319,0.0003586999,0.00009002296,0.00009364111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000610056,0.00008386211,0.07440655,0.00005922205,0.00001745024,0.0001659289,0.0178524,0.0004058985,0.00003373583,0.004614391,0.8849558,0.0173438],"study_design_scores_gemma":[0.0003372709,0.00003317975,0.1481588,0.0002254781,0.000007756225,0.00003577986,0.01119817,0.00009513029,0.000007441877,0.005298363,0.8344575,0.0001451281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8379478,0.007593878,0.0005830477,0.02564445,0.008523959,0.0003794088,0.0000110457,0.00002522406,0.1192912],"genre_scores_gemma":[0.9765352,0.00007955212,0.0002058922,0.02046847,0.001032291,0.000008280165,0.000001350206,0.00001044944,0.001658525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083439,"threshold_uncertainty_score":0.9982334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08083046666647842,"score_gpt":0.3939727841748653,"score_spread":0.3131423175083869,"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."}}