{"id":"W4401603664","doi":"10.3389/fhumd.2024.1419879","title":"The demand for welfare institutions in refugee camps","year":2024,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Refugee; Welfare; Economics; Political science; Market economy; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004991428,0.0002045247,0.0004128129,0.0008512898,0.009976729,0.007956893,0.001185723,0.003169183,0.01342341],"category_scores_gemma":[0.007149434,0.000327944,0.0002985974,0.0008752725,0.01622857,0.004278345,0.009942739,0.005076963,0.0009605226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004778106,"about_ca_system_score_gemma":0.007849666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004427222,"about_ca_topic_score_gemma":0.01189417,"domain_scores_codex":[0.9958189,0.002112636,0.00009971234,0.000201748,0.0002200829,0.00154697],"domain_scores_gemma":[0.9900007,0.001835424,0.001478723,0.0004755988,0.001159979,0.00504946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001368909,0.0003350978,0.0149789,0.0003906527,0.00002331138,0.00187652,0.1628758,0.0004754821,0.001184411,0.7421609,0.01865928,0.05690262],"study_design_scores_gemma":[0.00006406398,0.0002427816,0.03335952,0.001388454,0.00001683963,0.001241083,0.519098,0.0007566156,0.0002845596,0.1980341,0.2454363,0.00007769704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6080431,0.003771226,0.003676544,0.2386876,0.000570176,0.00008720436,0.0001246351,0.00005219988,0.1449874],"genre_scores_gemma":[0.9909077,0.001132694,0.000841576,0.00241005,0.0001254196,0.00004249413,0.00002085308,0.00001273212,0.004506494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342341,"threshold_uncertainty_score":0.04490578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961280911268151,"score_gpt":0.3401487079119352,"score_spread":0.3205358987992537,"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."}}