{"id":"W4319828858","doi":"10.1080/00221546.2023.2171199","title":"“The Least I Could Do is Get That Four-Year Degree That They Sacrificed so Much for” Undocumented Latina/o Families and the College Navigation Process","year":2023,"lang":"en","type":"article","venue":"The Journal of Higher Education","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Degree (music); Process (computing); Mathematics education; Psychology; Computer science; Physics; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004310177,0.000145569,0.0002012192,0.0001122011,0.003088911,0.0003922161,0.0006099686,0.00006740867,0.00005012268],"category_scores_gemma":[0.0003832544,0.00007303268,0.0000823839,0.0006556247,0.0009193983,0.0004012965,0.0000497879,0.0002980339,0.0000201144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614669,"about_ca_system_score_gemma":0.001064767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004982334,"about_ca_topic_score_gemma":0.000370994,"domain_scores_codex":[0.9974228,0.0007529488,0.0003304662,0.0001393113,0.0009947207,0.0003597935],"domain_scores_gemma":[0.9959273,0.002159828,0.0005065992,0.0002414746,0.001067027,0.00009779092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001226469,0.0002530685,0.04765193,0.0001949557,0.0005960254,0.000001267881,0.3635612,0.00003794311,0.0001436221,0.07797,0.4986307,0.009732821],"study_design_scores_gemma":[0.001653015,0.0001120696,0.1056916,0.0002133419,0.0002047852,0.000009975883,0.3860202,0.00003408409,0.0002508497,0.06638981,0.4391928,0.0002274394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7767194,0.003017884,0.00001944354,0.2116655,0.002736503,0.001466616,0.00002404634,0.00004418179,0.004306478],"genre_scores_gemma":[0.9783087,0.004421646,0.00005465054,0.0003505531,0.0006589785,0.00009928471,0.000005082213,0.0000187016,0.01608238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2113149,"threshold_uncertainty_score":0.9982089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06290905980044835,"score_gpt":0.4077525850821093,"score_spread":0.344843525281661,"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."}}