{"id":"W6996027673","doi":"","title":"Recommendations for Comprehensive Immigration Reform in the United States","year":2019,"lang":"en","type":"article","venue":"Digital Commons - Trinity University (Trinity University)","topic":"Socio-political and Technological Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Justice","keywords":"Immigration; Endowment; Immigration reform; Refugee; Immigration policy; The arts","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":[0.01027717,0.001361628,0.001271834,0.004079354,0.008453713,0.01222837,0.004003585,0.0307011,0.0549011],"category_scores_gemma":[0.03150282,0.0008085492,0.002721709,0.002713848,0.003196805,0.0124776,0.008857287,0.01775045,0.008498632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008990333,"about_ca_system_score_gemma":0.05624679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04790493,"about_ca_topic_score_gemma":0.07548748,"domain_scores_codex":[0.9875364,0.00394596,0.000995329,0.0009603975,0.002622155,0.00393971],"domain_scores_gemma":[0.9772764,0.004592951,0.001011269,0.0007145941,0.008758749,0.007646116],"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":[0.0000573028,0.0003739806,0.001950924,0.0006165357,0.00003480473,0.0004440513,0.001214434,0.0006823549,0.000236204,0.03924109,0.9138939,0.04125454],"study_design_scores_gemma":[0.0001667542,0.0001633442,0.007123484,0.004550064,0.0001233265,0.0001837509,0.01747391,0.000561829,0.0003195779,0.02359536,0.9456008,0.0001379417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002728827,0.01202266,0.0005736017,0.9160744,0.01660711,0.0004658664,0.0005750197,0.0002551048,0.05069742],"genre_scores_gemma":[0.05676039,0.02277029,0.01258545,0.7985009,0.007234128,0.002143212,0.001640834,0.0001322715,0.09823257],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0549011,"threshold_uncertainty_score":0.1836625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0733257624560417,"score_gpt":0.288829311304717,"score_spread":0.2155035488486753,"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."}}