{"id":"W6987234693","doi":"","title":"In the Shadows of the Ivory Tower: Undocumented Undergraduates and the Liminal State of Immigration Reform","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liminality; Immigration; State (computer science); Population; Immigration reform; Quarter (Canadian coin); Sample (material); Private sector; Higher education","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":[0.003004213,0.000205399,0.0004024156,0.0006944538,0.01243291,0.005839269,0.0006509756,0.001402982,0.003706039],"category_scores_gemma":[0.005368353,0.0002266655,0.0001908756,0.0006289285,0.01191974,0.003855279,0.009326224,0.003268109,0.0001999088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002207826,"about_ca_system_score_gemma":0.004898948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01895761,"about_ca_topic_score_gemma":0.04748563,"domain_scores_codex":[0.9977461,0.001177958,0.00005933725,0.00007118826,0.0001749009,0.0007705656],"domain_scores_gemma":[0.9977937,0.0005345166,0.0003191989,0.0001147935,0.0001512249,0.001086599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005344541,0.0001016137,0.03638954,0.00006504365,0.00000899319,0.002073633,0.9168105,0.00003330251,0.0005970226,0.01747767,0.006698278,0.01969093],"study_design_scores_gemma":[0.000002800177,0.0000337852,0.00629021,0.00008639382,0.00000260683,0.0002473349,0.9831497,0.00001478344,0.00006848798,0.0005208231,0.009573892,0.000009068558],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779714,0.0008133637,0.00009741937,0.01266659,0.0001354105,0.000008539673,0.000008755895,0.000006646539,0.00829201],"genre_scores_gemma":[0.9961326,0.0004567473,0.00005189132,0.001875588,0.00002711175,0.000005258496,0.000004875722,0.000003350325,0.001442577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01895761,"threshold_uncertainty_score":0.03769451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434966156504852,"score_gpt":0.2987971731996406,"score_spread":0.284447511634592,"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."}}