{"id":"W4414876253","doi":"10.18806/tesl.v42i2/1431","title":"On the Periphery","year":2025,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Socialization; Meaning (existential); Thematic analysis; Perspective (graphical); Assertion; Distancing; TUTOR","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001128875,0.000638577,0.0004793904,0.001339252,0.01890912,0.01316644,0.001254801,0.00167392,0.07221111],"category_scores_gemma":[0.002284883,0.0002417967,0.000364739,0.001727563,0.01233609,0.005340538,0.009134398,0.00269003,0.009833769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02047696,"about_ca_system_score_gemma":0.02923612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5414998,"about_ca_topic_score_gemma":0.6532281,"domain_scores_codex":[0.9979868,0.0003233261,0.00003243067,0.0003745472,0.0005732614,0.000709525],"domain_scores_gemma":[0.9982948,0.0001447761,0.00007613232,0.0001565567,0.0005397125,0.0007880161],"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":[0.0001986714,0.00007245021,0.008410159,0.0002791177,0.00003783952,0.001425486,0.2033339,0.0002471649,0.004462969,0.4069302,0.1793986,0.1952034],"study_design_scores_gemma":[0.000004747683,0.00002276427,0.002994366,0.0001441622,0.00001091708,0.0001840823,0.04823578,0.00006740952,0.0002235319,0.00832189,0.9397686,0.00002184026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05368171,0.00165977,0.002878729,0.01334342,0.001139434,0.00004899886,0.0002350755,0.0002984122,0.9267145],"genre_scores_gemma":[0.4691585,0.002033891,0.00234435,0.007159809,0.0002177045,0.00004588837,0.0002895046,0.0004660074,0.5182843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5414998,"threshold_uncertainty_score":0.9224008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764299678594683,"score_gpt":0.2990597688752868,"score_spread":0.28141677208934,"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."}}