{"id":"W2883232633","doi":"","title":"Particular Social Groups: Vague Definitions and an Indeterminate Future for Asylum Seekers","year":2018,"lang":"en","type":"article","venue":"Brooklyn law review","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indeterminate; Refugee; Social psychology; Criminology; Psychology; Sociology; Political science; Law; Mathematics","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":[0.0007481105,0.0001232482,0.0002294655,0.00002398714,0.001172507,0.0000992979,0.0001215696,0.0001112943,0.0001102926],"category_scores_gemma":[0.0001100852,0.0001211721,0.00008637436,0.0001975415,0.0004050591,0.000423957,0.00001929537,0.00006261526,0.00003469663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005544873,"about_ca_system_score_gemma":0.00006581235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004073317,"about_ca_topic_score_gemma":0.0339385,"domain_scores_codex":[0.9987597,0.0002336382,0.0002548451,0.0002561928,0.0002125426,0.0002830591],"domain_scores_gemma":[0.9993016,0.00006955207,0.0001360139,0.000136842,0.0002402098,0.0001158189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001155857,0.00008147698,0.0002582972,0.001082432,0.00002694484,0.000002004626,0.01699375,6.260547e-8,0.0001321209,0.9408327,0.007167403,0.03341127],"study_design_scores_gemma":[0.0003178072,0.0001310244,0.001675734,0.0005418882,0.0001854505,0.000003259779,0.002719391,0.00004102953,0.00003841601,0.01102558,0.9830354,0.000284977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5838021,0.1866749,0.006078725,0.09336819,0.006084922,0.02142413,0.001111272,0.001881726,0.09957401],"genre_scores_gemma":[0.8901445,0.07849153,0.004509912,0.01451639,0.009909096,0.001261751,0.0005782532,0.0001002788,0.0004883115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.975868,"threshold_uncertainty_score":0.9836896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1633334177814157,"score_gpt":0.3737433179322358,"score_spread":0.2104099001508201,"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."}}