{"id":"W3155463940","doi":"10.1093/jrs/feab047","title":"Justice for People on the Move: Migration in Challenging Times","year":2021,"lang":"en","type":"article","venue":"Journal of Refugee Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Economic Justice; Refugee; Library science; Media studies; Political science; Sociology; History; Art history; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242146,0.00007472614,0.0002007088,0.00008053766,0.0004783963,0.00005239703,0.00009907256,0.00004329148,0.00002927638],"category_scores_gemma":[0.003102352,0.00004662808,0.0000997874,0.0002334953,0.00004955532,0.0002621934,0.00001103026,0.0001328541,0.000003419683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277729,"about_ca_system_score_gemma":0.0001515709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000303566,"about_ca_topic_score_gemma":0.01233505,"domain_scores_codex":[0.99896,0.0001844308,0.0003169822,0.00008757241,0.0003093264,0.0001416724],"domain_scores_gemma":[0.9983134,0.0006704084,0.0002363984,0.00007195698,0.000681427,0.00002641425],"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":[0.0001231347,0.0002134373,0.001685604,0.000116355,0.0002577846,0.00001038249,0.1817276,0.0006398982,0.0007225304,0.7473685,0.05731615,0.009818681],"study_design_scores_gemma":[0.0007743962,0.0003575213,0.009379275,0.0004804361,0.0001945425,0.0000084104,0.3064044,0.0006069383,0.002470616,0.02289149,0.6561899,0.0002420708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286472,0.01097937,0.0008023003,0.05407219,0.001338279,0.0002750021,0.00000392418,0.00001340905,0.003868361],"genre_scores_gemma":[0.9863558,0.00969872,0.000344156,0.0004314344,0.00082313,0.00001392464,0.000001335133,0.000006253902,0.002325188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7244769,"threshold_uncertainty_score":0.6883247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0626644421183263,"score_gpt":0.3821885793887675,"score_spread":0.3195241372704412,"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."}}