{"id":"W4415861867","doi":"10.1145/3757232.3757239","title":"Bridging Distances, Navigating Dilemmas: Social Media’s Role for Sub-Saharan African Students in Morocco","year":2025,"lang":"","type":"article","venue":"","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bridging (networking); Social media; Adaptation (eye); Cultural diversity; Focus group; Qualitative research; Information sharing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003395715,0.0005646196,0.0004426187,0.001338665,0.0136987,0.009465189,0.001254062,0.001724315,0.005107091],"category_scores_gemma":[0.00723303,0.0003090282,0.000214313,0.0008935048,0.005845096,0.004984942,0.006979843,0.001921922,0.0005639682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870738,"about_ca_system_score_gemma":0.0039578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493817,"about_ca_topic_score_gemma":0.02968085,"domain_scores_codex":[0.9966947,0.00201202,0.000064722,0.0001458292,0.0002325565,0.0008502462],"domain_scores_gemma":[0.9950626,0.001709926,0.001005292,0.0001535537,0.0003696291,0.001698952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005208177,0.0001332434,0.03962717,0.0001039715,0.00001378101,0.001156117,0.9350185,0.00003111793,0.0006460418,0.002066386,0.001253278,0.01989829],"study_design_scores_gemma":[0.000002173078,0.00003297554,0.005608259,0.00006802263,0.000005359116,0.000128057,0.9859431,0.00003014579,0.00008242049,0.0002708793,0.007821455,0.000007223993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878247,0.0004603479,0.0001594991,0.003097648,0.0000516433,0.00001936047,0.00001301453,0.000006379562,0.008367388],"genre_scores_gemma":[0.9976834,0.000321393,0.0001215664,0.0003860094,0.0000148339,0.00001479869,0.00000578976,0.000004276571,0.001447947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01493817,"threshold_uncertainty_score":0.02970243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624231101640925,"score_gpt":0.3522486995677542,"score_spread":0.3260063885513449,"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."}}