{"id":"W7134952486","doi":"10.24377/ljmu.jsml.article1819","title":"Globalization, Technologies, and Digital Culture in Graduate Contexts: Intercultural Possibilities and Challenges","year":2023,"lang":"en","type":"article","venue":"Liverpool John Moores University","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Digital culture; Negotiation; Digital storytelling; Educational technology; Digital media; Computer-mediated communication; Educational research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001354286,0.00006890589,0.00007845485,0.0001440005,0.0002297479,0.00006868981,0.0001147753,0.00009341497,0.000005666084],"category_scores_gemma":[0.0002021119,0.00006749985,0.00001325035,0.0004974848,0.0004447092,0.0006948186,0.00007425804,0.0000869625,0.000005836808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103181,"about_ca_system_score_gemma":0.00004433734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008271163,"about_ca_topic_score_gemma":0.00236985,"domain_scores_codex":[0.9994249,0.00004973714,0.00006858854,0.0001816144,0.0001286048,0.0001465623],"domain_scores_gemma":[0.9997104,0.00005776914,0.00003651085,0.00005684371,0.0001083631,0.00003011127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003669844,0.00003798356,0.05106036,0.00005617253,0.00002291112,0.00001323537,0.1798362,0.000001915751,0.00001778028,0.7418794,0.002713631,0.02432376],"study_design_scores_gemma":[0.0002316551,0.00003194647,0.1542749,0.00004986556,0.00000529873,0.000001196769,0.7854118,0.000025449,0.000006692509,0.01347738,0.04635366,0.000130131],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771037,0.00079606,0.00000466913,0.01339216,0.00007794627,0.0001422052,0.0000275834,0.0002198182,0.008235838],"genre_scores_gemma":[0.9902059,0.007742498,0.00002590473,0.0000309487,0.0000237811,5.417809e-7,0.00002867911,0.000002237695,0.001939481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.728402,"threshold_uncertainty_score":0.2752564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.062009941527164,"score_gpt":0.2757480613225924,"score_spread":0.2137381197954284,"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."}}