{"id":"W4402109704","doi":"10.55016/ojs/jet.v56i1.77671","title":"Positioning all Students and Teachers as Intercultural Citizens— A Two-way Adaptation Approach to ELL Identity Negotiation","year":2023,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Negotiation; Adaptation (eye); Identity (music); Identity negotiation; Intercultural communication; Sociology; Pedagogy; Psychology; Social science; Art; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000617045,0.00009873374,0.0001312841,0.0002475548,0.0002701415,0.0004952752,0.0001511711,0.00002480238,0.0003888235],"category_scores_gemma":[0.0002811336,0.00008355795,0.00006999033,0.0000894501,0.00003208004,0.0007041543,0.00003450469,0.000253925,0.00009257247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008399496,"about_ca_system_score_gemma":0.00004533969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002622255,"about_ca_topic_score_gemma":0.0001018806,"domain_scores_codex":[0.9989552,0.0001200523,0.0002987057,0.0001253504,0.000363492,0.0001372311],"domain_scores_gemma":[0.9992712,0.0001575603,0.0002325624,0.000059418,0.0001800279,0.00009924015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006025128,0.0002695298,0.003135441,0.00003156858,0.0003158835,0.000005951442,0.7727791,0.002550215,0.000700388,0.2027166,0.01209411,0.005340993],"study_design_scores_gemma":[0.003056224,0.0006817973,0.136807,0.0006469331,0.0004902449,0.0006071265,0.7541929,0.002007385,0.0001332616,0.02330299,0.07707688,0.000997292],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846864,0.0001782187,0.000192089,0.001763969,0.0007298876,0.00008778004,0.000003649071,0.00002061277,0.0123374],"genre_scores_gemma":[0.9859858,0.000009435705,0.001570807,0.0007379423,0.001742888,0.000006359822,0.00006120858,0.00001367829,0.009871854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1794136,"threshold_uncertainty_score":0.477595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05203782613220112,"score_gpt":0.3433469187750778,"score_spread":0.2913090926428767,"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."}}