{"id":"W4387362271","doi":"10.7202/1106679ar","title":"“Why Care Now” in Forced Migration Research?","year":2023,"lang":"en","type":"article","venue":"ACME","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; University of Ottawa","keywords":"Forced migration; Field (mathematics); Power (physics); Sociology; Criminalization; Transformational leadership; Political science; Public relations; Law; Criminology; Refugee","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004123059,0.00005519601,0.00007618256,0.0002878975,0.00009353036,0.00001338293,0.000118843,0.00009617402,0.0005391259],"category_scores_gemma":[0.00008872683,0.00005421614,0.00002235685,0.0007326824,0.00002383561,0.0000515632,0.00001970434,0.0001870912,0.003527182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000442505,"about_ca_system_score_gemma":0.00004052557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003275221,"about_ca_topic_score_gemma":0.05280503,"domain_scores_codex":[0.9989276,0.0001652484,0.0001646311,0.0002031021,0.0001704691,0.0003689337],"domain_scores_gemma":[0.9993891,0.0001502369,0.00001998286,0.0002847298,0.00008431216,0.00007159686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009746997,0.00004010041,0.07201076,0.00006840265,0.000008987521,0.0000454939,0.08875353,0.00001294882,0.0003597859,0.01105552,0.8171895,0.01035751],"study_design_scores_gemma":[0.000941744,0.0001833129,0.5900984,0.0000263695,0.000002531248,0.000002900569,0.01582712,0.0001277834,0.0002089686,0.00289334,0.3895657,0.0001218527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780159,0.0002523799,0.00001489718,0.005346642,0.0003533235,0.0003060603,0.000009591904,0.00008908242,0.01561215],"genre_scores_gemma":[0.9943918,0.00004336755,0.00003055395,0.0006565477,0.0001454663,0.0001280778,0.0001352765,0.00001249517,0.004456397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180876,"threshold_uncertainty_score":0.9972487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113695021010401,"score_gpt":0.4538997863678355,"score_spread":0.3425302842667954,"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."}}