{"id":"W4403608436","doi":"10.1080/13623699.2024.2412953","title":"Refugees in the Global North: dynamics, dilemmas, and constructive engagement","year":2024,"lang":"en","type":"article","venue":"Medicine Conflict & Survival","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Constructive; Refugee; Dynamics (music); Sociology; Political science; Economic geography; Geography; Computer science; Law; Pedagogy; Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787985,0.0001260848,0.0001793712,0.00006797363,0.0002665138,0.00009675593,0.0001807434,0.00006118996,0.000186562],"category_scores_gemma":[0.0004547357,0.0000790067,0.00003107592,0.0004390841,0.0006091787,0.0001694521,0.00002220677,0.0002161015,0.00001155576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939899,"about_ca_system_score_gemma":0.0001424337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008203069,"about_ca_topic_score_gemma":0.161997,"domain_scores_codex":[0.9982458,0.0005331158,0.0002620145,0.0002462617,0.0004939788,0.0002188743],"domain_scores_gemma":[0.9993252,0.0003489973,0.00004259303,0.0001318234,0.00008356993,0.00006780668],"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":[0.00001212143,0.00001607411,0.1024347,0.00002054711,0.00002423905,0.00001548194,0.06339146,8.846307e-7,0.000003954636,0.8102332,0.001602002,0.02224532],"study_design_scores_gemma":[0.0002934541,0.0001074018,0.1390493,0.00009632896,0.00003642771,0.000004509385,0.03266478,0.0007781636,0.000001404585,0.002996802,0.823837,0.0001343959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131848,0.002523666,0.0007642391,0.009477729,0.001732033,0.0004900745,0.00004303649,0.00009529765,0.07168914],"genre_scores_gemma":[0.9976062,0.0005891304,0.00003085465,0.0003450005,0.0006641633,0.00002115757,0.00005957808,0.000005675146,0.0006782993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.822235,"threshold_uncertainty_score":0.9984014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03365461911719597,"score_gpt":0.3489128703024384,"score_spread":0.3152582511852425,"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."}}