{"id":"W4240565798","doi":"10.4324/9781315234991","title":"Virtual Ethnicity","year":2017,"lang":"en","type":"book","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Sociology; Anthropology","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":[0.000417277,0.0002652955,0.0001860905,0.0005672067,0.004154541,0.006279152,0.000388474,0.0008152328,0.02400036],"category_scores_gemma":[0.0007773138,0.00009575353,0.0001615079,0.000600454,0.003060068,0.004218782,0.002941667,0.001603399,0.008555005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824475,"about_ca_system_score_gemma":0.001221424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004200981,"about_ca_topic_score_gemma":0.01043413,"domain_scores_codex":[0.9996741,0.0001379693,0.000008095833,0.0000465375,0.00009117938,0.0000421588],"domain_scores_gemma":[0.9998185,0.0000530023,0.00001106305,0.00002358594,0.00003690381,0.0000568725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001055047,0.00001461383,0.000367639,0.00004884177,0.000002094936,0.0001236768,0.01485403,0.00004701849,0.0001751232,0.7787838,0.1417862,0.06378639],"study_design_scores_gemma":[6.317816e-7,0.000003153412,0.0002136499,0.00006755474,9.921952e-7,0.00008917396,0.003790288,0.0000271756,0.0000685163,0.0169271,0.9788094,0.000002346687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002045569,0.003135761,0.0008201544,0.0039359,0.001550708,0.000008531998,0.00003469384,0.00003315744,0.9884356],"genre_scores_gemma":[0.05678745,0.003329768,0.0005238724,0.002533216,0.000511523,0.00002616744,0.00008508877,0.0001029306,0.9360999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02400036,"threshold_uncertainty_score":0.08028919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297876174485718,"score_gpt":0.3251946276654176,"score_spread":0.2722158659205605,"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."}}