{"id":"W4405597456","doi":"10.1075/sar.23014.ish","title":"Language learning, desire, and global power dynamics","year":2024,"lang":"en","type":"article","venue":"Study Abroad Research in Second Language Acquisition and International Education","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Ambivalence; Dynamics (music); Narrative; Power (physics); Participant observation; Perception; Sociology; Qualitative research; Study abroad; Gender studies; Psychology; Pedagogy; Linguistics; Social psychology; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001617833,0.00009420716,0.00008865217,0.0004141175,0.0002804443,0.000476681,0.0001575727,0.0000762844,0.003843577],"category_scores_gemma":[0.0003902699,0.0000948852,0.00002293227,0.0004868339,0.0001883161,0.0003578701,0.00006837531,0.000338388,0.00005637341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472485,"about_ca_system_score_gemma":0.0005415719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007548471,"about_ca_topic_score_gemma":0.00564285,"domain_scores_codex":[0.9983469,0.0004765403,0.000194399,0.0003198101,0.0004103446,0.0002519765],"domain_scores_gemma":[0.9993305,0.0001823295,0.00002949408,0.00009766246,0.0002115949,0.0001484203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004998803,0.0007960649,0.03331123,0.00006784752,0.0000543849,0.00002854966,0.4216589,0.000002114505,0.00008251536,0.1359191,0.003659786,0.4043695],"study_design_scores_gemma":[0.0004471992,0.0001493844,0.1408103,0.0001345029,0.000007172055,0.00001593131,0.769366,0.0008740164,0.00001388336,0.003009435,0.08495088,0.000221274],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8280261,0.002837275,0.000007466882,0.001935362,0.0008352028,0.0003285389,0.00001946559,0.00005051332,0.1659601],"genre_scores_gemma":[0.9701109,0.0001982977,0.00005140901,0.0003245384,0.0004310658,0.00006000378,0.00007646577,0.00000928637,0.02873807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4041483,"threshold_uncertainty_score":0.9990603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05804512865968095,"score_gpt":0.5471274471751304,"score_spread":0.4890823185154495,"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."}}