{"id":"W7066410429","doi":"","title":"The Impact of COVID-19 on Noncitizens and Across the U.S. Immigration System","year":2020,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Enforcement; Immigration law; Immigration policy; Refugee; Legislature; Citizenship; Deportation; Immigration and crime","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003330249,0.0002977815,0.000409096,0.00002706206,0.0005346237,0.000231864,0.00023148,0.0001134416,0.0002580198],"category_scores_gemma":[0.0001594092,0.0001551855,0.0002581375,0.0001459011,0.0001233352,0.00004643684,0.00008946722,0.0004007296,0.0001247731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707824,"about_ca_system_score_gemma":0.0007974522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02831497,"about_ca_topic_score_gemma":0.0006708481,"domain_scores_codex":[0.9985319,0.00008991398,0.0004340799,0.0002927455,0.0003800393,0.0002713626],"domain_scores_gemma":[0.9976023,0.0009980053,0.0005303303,0.0004628463,0.0002339138,0.0001726024],"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":[0.0002884949,0.0002134543,0.02116277,0.0006644677,0.001571997,0.00003760333,0.005038108,0.002134115,0.0001091828,0.006218815,0.95341,0.009151028],"study_design_scores_gemma":[0.0006576133,0.0003793156,0.00339321,0.0003390697,0.0001776047,0.00002802733,0.006370351,0.0007609819,0.0005484305,0.0002038145,0.986781,0.0003605668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3996704,0.001568054,0.001915524,0.01037042,0.007128678,0.004610854,0.02430625,0.0003128359,0.550117],"genre_scores_gemma":[0.9924169,0.0002790295,0.000006068953,0.00003737063,0.001372588,0.00007497644,0.0002816511,0.00003929221,0.005492093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5927465,"threshold_uncertainty_score":0.9781556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973314604596225,"score_gpt":0.3364586807696843,"score_spread":0.3167255347237221,"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."}}