{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008331569,0.0004338885,0.0003099107,0.0008151939,0.008248914,0.01062707,0.0005524431,0.001716392,0.02662766],"category_scores_gemma":[0.001434889,0.0001938611,0.0001812068,0.001342837,0.004441157,0.01191365,0.00597723,0.002565846,0.002499728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014219,"about_ca_system_score_gemma":0.002689932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008354309,"about_ca_topic_score_gemma":0.01530614,"domain_scores_codex":[0.9991881,0.0004290437,0.00001952391,0.00007560428,0.0001522922,0.0001353214],"domain_scores_gemma":[0.9990106,0.0003576497,0.00008463982,0.00005225708,0.0001457827,0.0003491038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005585473,0.00009538623,0.002293678,0.000609202,0.00001346679,0.00129946,0.2420389,0.00007077667,0.001163828,0.2125982,0.4212468,0.1185144],"study_design_scores_gemma":[0.000003108491,0.00001578073,0.0008642187,0.0004786654,0.000003839122,0.0003428611,0.08585358,0.00002202623,0.0001294352,0.003884529,0.9083938,0.000008142923],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04017619,0.07846124,0.001247529,0.145662,0.009070859,0.00008746051,0.000181309,0.0001383727,0.724975],"genre_scores_gemma":[0.494793,0.06460146,0.001566618,0.02572435,0.003618743,0.0001687931,0.0002491129,0.0003352295,0.4089428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02662766,"threshold_uncertainty_score":0.08907837,"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."}}