{"id":"W4323045304","doi":"10.3389/fsoc.2023.1082177","title":"Exclusion by design: The undocumented 1.5 generation in the U.S","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Frontiers Foundation","keywords":"Deportation; Government (linguistics); Immigration; Political science; Public administration; Higher education; Public relations; Economic growth; Sociology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02769235,0.0003958787,0.0004903093,0.001121948,0.0128013,0.00484209,0.001024274,0.00146489,0.005970292],"category_scores_gemma":[0.02008638,0.0002929195,0.0003685524,0.001222645,0.008791329,0.003125011,0.006733572,0.001700911,0.0005543462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946271,"about_ca_system_score_gemma":0.008938686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006834508,"about_ca_topic_score_gemma":0.01558774,"domain_scores_codex":[0.9791767,0.01752516,0.000408921,0.0006804381,0.0009766747,0.001232104],"domain_scores_gemma":[0.9897708,0.006033657,0.001581883,0.0008566012,0.0007640084,0.0009931589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007521308,0.0006384922,0.08615894,0.0006007179,0.00003865084,0.001160917,0.7676558,0.00009044935,0.001354938,0.02478369,0.01330315,0.1034621],"study_design_scores_gemma":[0.0001282672,0.001894588,0.04694537,0.001424093,0.00007910766,0.0007929638,0.8207615,0.000239134,0.001271297,0.007508236,0.1189042,0.00005122174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466125,0.002029885,0.004096207,0.01362197,0.0004733711,0.0005953325,0.000142433,0.00005219719,0.0323761],"genre_scores_gemma":[0.9835529,0.0008978957,0.002900223,0.005114236,0.0000852071,0.001608195,0.0000846,0.00004006188,0.005716565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02769235,"threshold_uncertainty_score":0.1464529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890701399680267,"score_gpt":0.349213006081831,"score_spread":0.3003059920850283,"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."}}