{"id":"W7086117128","doi":"10.1108/978-1-83708-960-420251005","title":"Immigrant. Expatriate. Visitor. Settler.","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ivey Foundation","funders":"","keywords":"Inclusion (mineral); Psychological resilience; Intersection (aeronautics); Resilience (materials science); Perspective (graphical)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001282513,0.0003137983,0.0002011132,0.0006063429,0.001836231,0.001436849,0.0004232044,0.0005899559,0.3947423],"category_scores_gemma":[0.0003043869,0.00009631269,0.0001472425,0.0009334997,0.0002935561,0.001086145,0.001164741,0.0008574533,0.1583696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041079,"about_ca_system_score_gemma":0.0003970227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396204,"about_ca_topic_score_gemma":0.01648413,"domain_scores_codex":[0.999936,0.00001647301,0.000001643267,0.000008117338,0.00001998865,0.00001769707],"domain_scores_gemma":[0.9999114,0.00001888384,0.000005321,0.000005025901,0.00001345354,0.00004585442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001598271,0.00006986983,0.0005530246,0.0001635498,0.000001330449,0.0002685054,0.00160623,0.00004004217,0.0001381566,0.01569696,0.788674,0.1927723],"study_design_scores_gemma":[0.000002369333,0.00001089141,0.000621639,0.0001227625,7.238471e-7,0.0002586051,0.001043,0.00002412482,0.00003592528,0.0008945948,0.996983,0.000002440267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001451798,0.003183683,0.0002353682,0.002427971,0.001286322,0.00002777584,0.0003144293,0.0001386223,0.9909341],"genre_scores_gemma":[0.00416676,0.002141061,0.0002567917,0.0007629813,0.0001302739,0.00001781274,0.0001206484,0.0000541403,0.9923495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3947423,"threshold_uncertainty_score":0.8633267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180227124119674,"score_gpt":0.3162139690495653,"score_spread":0.2981912566375979,"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."}}