{"id":"W6920506644","doi":"10.6068/dp16cac54774714","title":"RANKING: United States Department of Homeland Security. Nonimmigrant Admissions: Nonimmigrant Admissions by Class of Admission, 2017. Data Planet™ Statistical Datasets: A SAGE Publishing Resource Dataset-ID: 032-008-001","year":2019,"lang":"en","type":"other","venue":"Data Planet","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Government (linguistics); Official statistics; Homeland security; Immigration; Homeland; Publishing","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":[0.001217633,0.001901398,0.001553562,0.004895212,0.0007894987,0.002927038,0.002624762,0.001126653,0.09253454],"category_scores_gemma":[0.01112629,0.0007047514,0.001148274,0.01126536,0.0003570811,0.002317131,0.002291319,0.00232713,0.1251537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394563,"about_ca_system_score_gemma":0.003945791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06962774,"about_ca_topic_score_gemma":0.07848989,"domain_scores_codex":[0.9982952,0.0002087303,0.0003241918,0.0003934805,0.0004937818,0.000284594],"domain_scores_gemma":[0.992599,0.0009418395,0.001003041,0.0007371302,0.00405409,0.0006648983],"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":[0.00002487427,0.00001023936,0.001316273,0.0001498358,0.00001267115,0.00000529523,0.000009701985,0.00005733254,0.00001277813,0.0001770692,0.9967889,0.001434995],"study_design_scores_gemma":[0.0003152287,0.00004042353,0.03130415,0.0008175416,0.00003868055,0.00004062852,0.0004128157,0.0005364968,0.000223713,0.001289569,0.9649151,0.00006563702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009284103,0.00001996174,0.00001987139,0.00007042069,0.00003772869,0.00001074123,0.9991272,0.00007422482,0.0005470232],"genre_scores_gemma":[0.0004206328,0.00005812061,0.0001063406,0.00006393078,0.00002113667,0.0001069076,0.9979894,0.00004889749,0.001184495],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09253454,"threshold_uncertainty_score":0.3095589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754798034484111,"score_gpt":0.2854928839854467,"score_spread":0.2579449036406056,"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."}}