{"id":"W4409766001","doi":"10.70177/ijen.v3i3.2209","title":"From Isolation to Innovation: Narrative Self-Study of Teachers Adopting Digital Pedagogies in Remote Canadian Regions","year":2025,"lang":"en","type":"article","venue":"International Journal of Educational Narratives","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Simon Fraser University","funders":"","keywords":"Isolation (microbiology); Narrative; Sociology; Pedagogy; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005296443,0.0007500116,0.0007942905,0.002364549,0.02562602,0.009376849,0.002518815,0.001668453,0.002395443],"category_scores_gemma":[0.01067991,0.0006375773,0.0003736962,0.002065021,0.02098426,0.004030399,0.007774664,0.003246809,0.000297314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03029169,"about_ca_system_score_gemma":0.0294612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5322998,"about_ca_topic_score_gemma":0.7299146,"domain_scores_codex":[0.9963118,0.001452871,0.0001205873,0.0004381746,0.0005513824,0.001125283],"domain_scores_gemma":[0.9914534,0.004327375,0.0009551253,0.000328537,0.00117781,0.00175781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009708969,0.00001085439,0.001399295,0.00001765147,0.000001186749,0.000293248,0.9964786,0.00001282909,0.0001407854,0.0003928188,0.0001992669,0.001043754],"study_design_scores_gemma":[0.000001074254,0.000006313576,0.001002795,0.00002759456,0.00000196651,0.0000821279,0.994056,0.00002374901,0.00008417749,0.00008247932,0.004625701,0.000006007938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894208,0.0006143646,0.0009232234,0.001585861,0.00004368625,0.0001127255,0.0001273836,0.00001847821,0.007153542],"genre_scores_gemma":[0.9949498,0.00049466,0.0004841029,0.0002802403,0.0000111134,0.00005202532,0.00006109852,0.00002360676,0.003643229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4677002,"threshold_uncertainty_score":0.9409093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05549655768524671,"score_gpt":0.442402286344911,"score_spread":0.3869057286596643,"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."}}