{"id":"W3081298071","doi":"10.1093/ijrl/eeaa019","title":"When Law Forgets: Coherence and Memory in the Determination of Stateless Palestinian Refugee Claims in Canada","year":2020,"lang":"en","type":"article","venue":"International Journal of Refugee Law","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Statelessness; Stateless protocol; Persecution; Law; Refugee law; Political science; Convention; Entitlement (fair division); Palestinian refugees; State (computer science); Citizenship; Politics","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":[0.0008721187,0.00009095875,0.0001933337,0.00007614261,0.00006828919,0.00006982304,0.0004881757,0.00005667612,0.00004097525],"category_scores_gemma":[0.0002089725,0.00007127831,0.00004108821,0.0001370406,0.0001691187,0.0005608572,0.00002206563,0.0002391077,7.092285e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003124417,"about_ca_system_score_gemma":0.0006533857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.323649,"about_ca_topic_score_gemma":0.9805719,"domain_scores_codex":[0.997978,0.0002873115,0.0006344843,0.000121153,0.0008379037,0.0001411755],"domain_scores_gemma":[0.9987643,0.0002150498,0.0004608117,0.0000658767,0.0004194467,0.00007447664],"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":[0.0005785818,0.0002165658,0.04028447,0.00008378363,0.00008512201,0.000321829,0.1332875,0.0002635662,0.002327234,0.7113878,0.001390859,0.1097727],"study_design_scores_gemma":[0.0063191,0.00106131,0.06618867,0.00137004,0.00009343396,0.0001683432,0.05362833,0.004127184,0.009271995,0.1169484,0.739781,0.001042269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901325,0.0002007203,0.0002475814,0.005822507,0.0003436937,0.0001680678,0.00002017992,0.000003771856,0.003060962],"genre_scores_gemma":[0.997642,0.0001265651,0.0004956162,0.001483561,0.0002089216,0.000004294211,0.000007012509,0.000005698353,0.00002630847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7383901,"threshold_uncertainty_score":0.6808549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016422628367496,"score_gpt":0.2890092925309548,"score_spread":0.2688450662472798,"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."}}