{"id":"W2785862112","doi":"","title":"Border Patrol, Social Media, And Transnational Messaging","year":2017,"lang":"en","type":"article","venue":"Calhoun: The Naval Postgraduate School Institutional Archive (Naval Postgraduate School)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Internet privacy; Advertising; Media studies; Business; Political science; Public relations; Computer science; World Wide Web; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173647,0.0002301378,0.0001416228,0.001994861,0.003636182,0.006916308,0.0004406644,0.0007634491,0.008140463],"category_scores_gemma":[0.002545198,0.0001503496,0.0001268508,0.001924116,0.005154601,0.005486237,0.004262572,0.001016508,0.0005284726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629794,"about_ca_system_score_gemma":0.001620852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246555,"about_ca_topic_score_gemma":0.01749467,"domain_scores_codex":[0.9986953,0.0007117505,0.0000512035,0.0001282939,0.0001489461,0.0002645483],"domain_scores_gemma":[0.9977617,0.0008982745,0.0006025519,0.000147656,0.0001861586,0.0004035695],"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":[0.0001673036,0.0003049514,0.06371813,0.0006035239,0.00004934787,0.001393464,0.2583231,0.0002481496,0.001040438,0.4334174,0.02499054,0.2157438],"study_design_scores_gemma":[0.00002108688,0.0001220833,0.09471335,0.001268639,0.00003986158,0.0009284457,0.4156039,0.0004859964,0.0008701244,0.03906355,0.4468311,0.00005180118],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3897148,0.01171547,0.001639972,0.02494581,0.0004930166,0.00005922688,0.0001944475,0.0000698653,0.5711673],"genre_scores_gemma":[0.985598,0.003914427,0.0003517634,0.000801827,0.0001278516,0.00002381708,0.00003997852,0.00001234616,0.009129941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01246555,"threshold_uncertainty_score":0.02723259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132463460525627,"score_gpt":0.3330904946422735,"score_spread":0.2917658600370172,"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."}}