{"id":"W4413301994","doi":"10.25071/2292-6739.256","title":"Issues of Nationality within Online Spaces: Online Live Streaming Platforms","year":2025,"lang":"en","type":"article","venue":"Contingent Horizons The York University Student Journal of Anthropology","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Nationality; Computer science; Internet privacy; World Wide Web; Geography; Immigration; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003159735,0.0002042538,0.0001741548,0.0008471572,0.00751806,0.004440899,0.0004801469,0.0008808824,0.002936054],"category_scores_gemma":[0.004984618,0.0001847414,0.0001352089,0.001046179,0.005963971,0.008467049,0.004172637,0.001284706,0.0001613091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009950537,"about_ca_system_score_gemma":0.0008992382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371196,"about_ca_topic_score_gemma":0.006458574,"domain_scores_codex":[0.9977497,0.001665965,0.0000674685,0.0001152514,0.0001986479,0.0002029569],"domain_scores_gemma":[0.9960194,0.002882701,0.0003597975,0.0002640025,0.0001508662,0.0003231799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003106872,0.00002836538,0.003928088,0.00005310076,0.000002409202,0.0007165466,0.9634051,0.00004246477,0.000849299,0.01744326,0.0006826253,0.0128176],"study_design_scores_gemma":[0.000002852324,0.00005577759,0.004562666,0.0001286422,0.000005452956,0.0007419687,0.948051,0.0001476989,0.0005440147,0.003538233,0.04220751,0.00001407677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476236,0.0004304968,0.003780978,0.002172743,0.0001070953,0.00006707005,0.00006315434,0.00002134845,0.04573355],"genre_scores_gemma":[0.9954595,0.0003413154,0.001062451,0.0001224321,0.00004498824,0.00004390277,0.00002038692,0.00001287863,0.002892161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00751806,"threshold_uncertainty_score":0.01671046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733890942178846,"score_gpt":0.3498059961473369,"score_spread":0.3224670867255485,"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."}}