{"id":"W4367633609","doi":"10.32920/22341148.v1","title":"Refugee Law’s Fact-Finding Crisis: Truth, Risk, and the Wrong Mistake","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Refugee law; Mistake; Law; Convention; Blame; Political science; Globe; Normative; Jurisprudence; Criminology; Law and economics; Sociology; Psychology; Social psychology","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":[0.02222775,0.0003209598,0.0007675323,0.00197353,0.01909004,0.02333091,0.002304001,0.01544263,0.004510454],"category_scores_gemma":[0.06531319,0.000578966,0.0004516696,0.002030371,0.0915289,0.02190871,0.006281756,0.01874425,0.0007299258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0170741,"about_ca_system_score_gemma":0.01822784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08120248,"about_ca_topic_score_gemma":0.06571041,"domain_scores_codex":[0.9877446,0.006633965,0.0005496743,0.001116775,0.002633361,0.001321595],"domain_scores_gemma":[0.9541814,0.03519922,0.002424933,0.002505942,0.003780043,0.001908383],"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":[0.00001633774,0.00001680659,0.0007921744,0.00005567817,0.000009177822,0.0007259978,0.04456937,0.000142292,0.00005233344,0.8573094,0.08082426,0.01548617],"study_design_scores_gemma":[0.00001737417,0.000009593354,0.000834948,0.0005932651,0.000009487303,0.0004791988,0.05982975,0.0004846264,0.0001622142,0.7853699,0.1521602,0.00004955967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0139907,0.009398017,0.002499654,0.9009115,0.001462494,0.00001269356,0.00004841834,0.00003634787,0.07164019],"genre_scores_gemma":[0.884586,0.007182544,0.002276353,0.08678437,0.001917426,0.00003346423,0.00006189798,0.00009743444,0.01706046],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08120248,"threshold_uncertainty_score":0.1614596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05429699283274243,"score_gpt":0.3345910787515152,"score_spread":0.2802940859187728,"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."}}