{"id":"W7053467012","doi":"","title":"Visa to Stay: Immigration Reform for International Students in the United States: From Contractual Limits to Affiliation-Based Opportunities","year":2025,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration law; Residence; Immigration policy; Diversity (politics); Legislature; Globalization; Destinations","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":[0.005473701,0.0003445203,0.0002787125,0.0005967785,0.013513,0.007492649,0.00174198,0.008995527,0.003760882],"category_scores_gemma":[0.006669156,0.0002708397,0.0006471626,0.0006254945,0.006171284,0.006789225,0.01039901,0.01417933,0.000396773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005754968,"about_ca_system_score_gemma":0.02185879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02277818,"about_ca_topic_score_gemma":0.06216297,"domain_scores_codex":[0.9974963,0.0009600885,0.0001475425,0.0002062093,0.0003738209,0.0008159059],"domain_scores_gemma":[0.9968554,0.00104717,0.000233995,0.0001295061,0.0003379768,0.001395928],"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":[0.00008864525,0.0006926845,0.01420128,0.0002476351,0.00002248323,0.00173978,0.04492727,0.0004685613,0.001098704,0.4885369,0.3343101,0.113666],"study_design_scores_gemma":[0.00006916559,0.0004065132,0.03003404,0.001483319,0.00007238302,0.0005698896,0.1473791,0.001183034,0.001306594,0.05402939,0.7633254,0.000141226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08199862,0.008432315,0.001050025,0.8146582,0.004950141,0.00008652354,0.00004625714,0.00004599549,0.08873195],"genre_scores_gemma":[0.626168,0.01412802,0.002706888,0.2859482,0.003370505,0.0003323032,0.0001397335,0.00005860811,0.06714787],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02277818,"threshold_uncertainty_score":0.04529119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388810379492511,"score_gpt":0.3104905920142769,"score_spread":0.2866024882193517,"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."}}