{"id":"W2626832149","doi":"","title":"From Somewhere Else: Transnational Communities and Media","year":2015,"lang":"en","type":"article","venue":"ScholarWorks - GVSU (Grand Valley State University)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media studies; Social media; Political science; Sociology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006884661,0.0001368082,0.000186866,0.0001907697,0.000885239,0.000215979,0.0003509272,0.0001534136,0.0004277452],"category_scores_gemma":[0.00005694024,0.0001548096,0.00006264225,0.0002977852,0.0003871772,0.001287053,0.00005751043,0.0003519008,0.00001745061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151624,"about_ca_system_score_gemma":0.000269562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00580046,"about_ca_topic_score_gemma":0.09206805,"domain_scores_codex":[0.9986483,0.0004357524,0.0001462909,0.0001942475,0.0003005562,0.000274832],"domain_scores_gemma":[0.9989008,0.000302533,0.00007281653,0.000158735,0.0002190726,0.0003460124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004470356,0.0002204007,0.06092735,0.00002128433,0.000294532,0.0000449209,0.7946081,0.0003423668,0.0000256398,0.1245747,0.01063139,0.007862268],"study_design_scores_gemma":[0.003518693,0.00005614922,0.01785468,0.00003714874,0.00008840462,9.36804e-7,0.2805075,0.0001468239,0.00002315298,0.03537319,0.6618542,0.0005390992],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591669,0.0004730098,0.001275854,0.002990484,0.0003578184,0.0001894075,0.00011207,0.0001062854,0.03532812],"genre_scores_gemma":[0.9932817,0.001054834,0.0004130847,0.0001380358,0.0001701141,8.294788e-7,0.000100565,0.00001086865,0.004829941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6512228,"threshold_uncertainty_score":0.9244993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04380756098243378,"score_gpt":0.2552451373879432,"score_spread":0.2114375764055094,"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."}}