{"id":"W2889535681","doi":"10.17645/si.v6i3.1523","title":"Passing the Test? From Immigrant to Citizen in a Multicultural Country","year":2018,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Universität Konstanz","keywords":"Naturalization; Citizenship; Immigration; Multiculturalism; Appeal; Sociology; Population; Gender studies; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005806241,0.00008806142,0.0001087199,0.00003770415,0.003566865,0.0001220719,0.0002243857,0.0001287073,0.0001923557],"category_scores_gemma":[0.0007322159,0.00005854469,0.0000444764,0.0004038581,0.0002397649,0.000192001,0.0001820752,0.0001212693,0.00006829256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886433,"about_ca_system_score_gemma":0.0001088521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06794735,"about_ca_topic_score_gemma":0.5396786,"domain_scores_codex":[0.9987782,0.0002046052,0.0001965838,0.0001726194,0.0004179695,0.0002299937],"domain_scores_gemma":[0.9994417,0.0001872503,0.00006840571,0.0000785362,0.0001723383,0.00005180905],"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":[0.00002926145,0.00005493141,0.002788093,0.000001357884,0.000004446596,0.000001063387,0.9517117,7.677766e-7,0.01802609,0.003763548,0.01096858,0.01265022],"study_design_scores_gemma":[0.0009874777,0.0001901118,0.1577052,0.0001807403,0.00003660448,3.919629e-7,0.1701601,0.001185361,0.003012823,0.02680119,0.6391173,0.0006226847],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852965,0.00005060278,0.00009751909,0.007889547,0.0004733078,0.000312855,0.00002599535,0.00005056264,0.005803101],"genre_scores_gemma":[0.9953145,0.00002029898,0.0001913143,0.001428355,0.002387103,0.00001636141,0.00002017535,0.000006657884,0.000615192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7815515,"threshold_uncertainty_score":0.9977304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426272254327224,"score_gpt":0.3183691659845435,"score_spread":0.3041064434412712,"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."}}