{"id":"W3166382957","doi":"10.1177/23315024211035591","title":"Making Citizenship an Organizing Principle of the US Immigration System: An Analysis of How and Why to Broaden Access to Permanent Residence and Naturalization for New Americans","year":2021,"lang":"en","type":"article","venue":"Journal on Migration and Human Security","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naturalization; Citizenship; Residence; Immigration; Legislature; Immigration reform; Administration (probate law); Immigration law; Political science; Sociology; Demographic economics; Politics; Law; Economics; Demography","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":[0.00200747,0.0001172868,0.000170959,0.0008869434,0.004649634,0.003941427,0.0005975128,0.0008507257,0.00288503],"category_scores_gemma":[0.003249542,0.0001326769,0.0003555506,0.0008665572,0.00509642,0.002812803,0.002700713,0.001345667,0.0001135063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004602528,"about_ca_system_score_gemma":0.006440506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0355942,"about_ca_topic_score_gemma":0.05623616,"domain_scores_codex":[0.9987191,0.000451748,0.00003499927,0.0001186566,0.0001675264,0.0005080568],"domain_scores_gemma":[0.9987839,0.0004055387,0.0002163019,0.0000842473,0.0002037204,0.0003062297],"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":[0.00002915782,0.0001019715,0.03827095,0.00003548159,0.00001392692,0.0003396754,0.02211528,0.001619468,0.0002868022,0.9048455,0.005166912,0.0271749],"study_design_scores_gemma":[0.00006213148,0.0001574931,0.2102373,0.0003519273,0.00008386058,0.0003405533,0.1667712,0.01229015,0.00105152,0.4095053,0.1990731,0.00007556134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8300446,0.0005533036,0.005158134,0.01977547,0.0001024071,0.000104787,0.00004923937,0.00002567036,0.1441863],"genre_scores_gemma":[0.9938411,0.0002238412,0.001103843,0.000538396,0.00002669906,0.00003121422,0.00002093782,0.000006151153,0.004207883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0355942,"threshold_uncertainty_score":0.07077402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0558430402908474,"score_gpt":0.3769233736289173,"score_spread":0.3210803333380698,"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."}}