{"id":"W2184095871","doi":"10.22215/cjers.v7i1.2474","title":"Le Code de la Nationalite Belge: A Citizenship Law in the Making","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of European and Russian Studies","topic":"Migration, Policy, and Dickens Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Nationality; Politics; Ethnic group; Political science; Negotiation; Law; Code (set theory); Government (linguistics); Sociology; Immigration; Linguistics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004212981,0.0000638303,0.0001057779,0.0000702318,0.001931113,0.0001173394,0.0001830243,0.000016819,0.000004474439],"category_scores_gemma":[0.0004329248,0.00003596245,0.00003775748,0.0001364254,0.001069317,0.00008149072,0.00001516864,0.0001546075,0.000003126314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006492707,"about_ca_system_score_gemma":0.0003202014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01027122,"about_ca_topic_score_gemma":0.5464208,"domain_scores_codex":[0.9981763,0.001200453,0.00016761,0.00004124724,0.0001475691,0.0002667624],"domain_scores_gemma":[0.9993688,0.0003215284,0.00009977377,0.00005489717,0.00005253041,0.0001024198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001768561,0.000003203784,0.009860161,0.000002845051,0.00003239509,0.00001254096,0.2200843,0.000001047673,4.759333e-7,0.766921,0.003018774,0.00006152349],"study_design_scores_gemma":[0.000239125,0.00001820134,0.5778596,0.00008096673,0.00003780688,0.00007026181,0.1286947,4.872799e-7,8.244468e-7,0.01999451,0.2729055,0.00009806821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05746389,0.01729895,0.00000422956,0.01726023,0.0001288028,0.00006425771,0.000006180845,0.000003758397,0.9077697],"genre_scores_gemma":[0.9953377,0.0006460669,0.00003708759,0.002903276,0.0007182944,8.771319e-7,1.360114e-7,0.000005678587,0.0003508994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9378738,"threshold_uncertainty_score":0.9993683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07015895866784316,"score_gpt":0.3516865302377873,"score_spread":0.2815275715699442,"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."}}