{"id":"W3007952165","doi":"10.18806/tesl.v36i3.1323","title":"Developing Cosmopolitan Communicative Competence Through Online Transnational Encounters","year":2019,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmopolitanism; Communicative competence; Pedagogy; Sociology; Psychology; Intercultural communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002375281,0.00007892383,0.0001091483,0.00002032744,0.0005637227,0.00007384123,0.0004241412,0.00003317375,0.005385346],"category_scores_gemma":[0.0001183732,0.00006908797,0.00003480701,0.000165715,0.0001242705,0.0002623791,0.00001516693,0.0002413112,0.000006429804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557791,"about_ca_system_score_gemma":0.003986203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2716864,"about_ca_topic_score_gemma":0.6227123,"domain_scores_codex":[0.9987621,0.0001438316,0.0002008942,0.00008769516,0.0005476283,0.0002578978],"domain_scores_gemma":[0.9990169,0.0001372529,0.0001182837,0.00009202844,0.0004924951,0.0001430587],"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":[0.00001306599,0.00007780408,0.0006839588,0.000009750475,0.00007073255,0.00001007212,0.08395534,0.00007348714,0.0001300332,0.8380013,0.07655663,0.000417887],"study_design_scores_gemma":[0.0003210903,0.00001106169,0.008960093,0.00003123007,0.000006959969,0.00002628369,0.08911496,0.00002901279,0.00001865227,0.002768123,0.8985488,0.0001637294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7206692,0.003215309,0.0001116624,0.2340238,0.003840265,0.0003840578,0.0001190492,0.00004890361,0.03758775],"genre_scores_gemma":[0.9443856,0.00009330451,0.004254668,0.05052204,0.0001042975,0.000001362023,0.00001920696,0.000004358347,0.0006151575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8352331,"threshold_uncertainty_score":0.9955239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04534576214081728,"score_gpt":0.3518973734619444,"score_spread":0.3065516113211271,"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."}}