{"id":"W4412761829","doi":"10.3390/socsci14080474","title":"Exploring the Role of Social Protection in UK Asylum-Seeker Wellbeing Using Human Scale Development Theory","year":2025,"lang":"en","type":"article","venue":"Social Sciences","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Economic and Social Research Council; UK Research and Innovation","keywords":"Scale (ratio); Psychology; Social psychology; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001442074,0.00005984037,0.00009600376,0.0001139156,0.001545472,0.00002535529,0.0001576633,0.00004758456,0.00009298883],"category_scores_gemma":[0.00001649905,0.00004750027,0.00003113777,0.0006287217,0.0002678863,0.00009648145,0.00002649473,0.0001151256,0.000005447461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007320066,"about_ca_system_score_gemma":0.0001635459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641154,"about_ca_topic_score_gemma":0.002741332,"domain_scores_codex":[0.9989731,0.000214006,0.0002359489,0.0001693605,0.0001701799,0.0002373931],"domain_scores_gemma":[0.9998029,0.00003172161,0.00008865688,0.00004170008,0.00002243652,0.00001257115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006523859,0.0001511744,0.05359456,0.00004004027,0.00003037421,5.488925e-7,0.4788644,0.00001256512,0.007075773,0.2531336,0.00009551701,0.2069362],"study_design_scores_gemma":[0.0002405511,0.00002505264,0.8810913,0.00003384384,0.000007575396,3.432143e-7,0.0780434,0.00002874664,0.00299653,0.03490486,0.00252167,0.0001061413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721709,0.0000662887,0.0001955968,0.0003184999,0.0003513743,0.0002313043,4.116411e-7,0.00001402153,0.02665163],"genre_scores_gemma":[0.9994012,8.004819e-7,0.0001015633,0.0000680464,0.0001329898,0.0000749132,4.325595e-7,0.000002599197,0.0002175207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8274968,"threshold_uncertainty_score":0.9997544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09594236653815413,"score_gpt":0.3730255986299368,"score_spread":0.2770832320917827,"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."}}