{"id":"W2010239412","doi":"10.4324/9780429459641","title":"Blurred Boundaries: Migration, Ethnicity, Citizenship","year":2018,"lang":"en","type":"book","venue":"","topic":"Italian Social Issues and Migration","field":"Social Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Ethnic group; Political science; Gender studies; 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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007615167,0.0002357397,0.0003153252,0.00008880988,0.001772336,0.0008361585,0.0003376603,0.0008042464,0.005337917],"category_scores_gemma":[0.0003363928,0.0002403695,0.0001922405,0.0001474035,0.001702919,0.0001383236,0.00004838383,0.0002399001,0.001631554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890557,"about_ca_system_score_gemma":0.002522551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00508841,"about_ca_topic_score_gemma":0.1503945,"domain_scores_codex":[0.9980555,0.0001830034,0.0003284122,0.000352246,0.0006920574,0.0003888042],"domain_scores_gemma":[0.9987255,0.0001088992,0.0002168888,0.0002444787,0.0005497958,0.0001544096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003148577,0.000004484391,0.000007798556,0.00000857898,0.00002347525,0.000001423197,0.02154814,1.31609e-8,0.000001104141,0.2998941,0.6780202,0.0004874916],"study_design_scores_gemma":[0.00006882204,0.00003591413,0.00001118519,0.00004333577,0.00004219119,1.855373e-7,0.002187574,9.616086e-7,0.000008721549,0.1212703,0.8760582,0.0002725194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001004956,0.0003948292,0.0002577718,0.00246925,0.001631207,0.0004431989,0.00003969197,0.0002622503,0.9944013],"genre_scores_gemma":[0.001673722,0.0002312222,0.0002233411,0.0006998291,0.005365788,0.00001473323,0.0002662592,0.00003781799,0.9914873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.198038,"threshold_uncertainty_score":0.9995272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392516885085931,"score_gpt":0.3313305928849577,"score_spread":0.2920789043763646,"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."}}