{"id":"W4415780952","doi":"10.3389/fhumd.2025.1620713","title":"Labor trafficking among migrant populations: a scoping review and qualitative interview study with stakeholders","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Alberta Health Services","funders":"","keywords":"Thematic analysis; Qualitative research; Mental health; Law enforcement; Human trafficking; Enforcement; Poison control; Qualitative property; Occupational safety and health; Face (sociological concept)","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":[0.001260197,0.0001322878,0.0003809288,0.0002103797,0.0004646977,0.00008227671,0.0001725331,0.0000726282,0.000009436463],"category_scores_gemma":[0.0001072723,0.0001158551,0.00003190407,0.0007885142,0.0003324385,0.0001674356,0.00003073191,0.0002179953,2.323804e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001940729,"about_ca_system_score_gemma":0.00007690131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707055,"about_ca_topic_score_gemma":0.04979841,"domain_scores_codex":[0.9982511,0.0007243053,0.0003493647,0.0002707363,0.0001755878,0.0002288519],"domain_scores_gemma":[0.9995658,0.0000587598,0.0001178732,0.0001439337,0.00006854453,0.00004505127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001438303,0.0002247304,0.3360604,0.001970411,0.0001864001,0.00001683161,0.6478468,0.0001848006,6.776909e-8,0.004166222,0.0008833926,0.008445569],"study_design_scores_gemma":[0.0007567458,0.0001293788,0.01769052,0.04871953,0.0002945796,2.114971e-7,0.9285029,0.001021903,1.002046e-7,0.002363042,0.0002047752,0.0003163792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.907156,0.08361076,0.003591373,0.001204565,0.0003816374,0.002534723,0.000003493622,0.00009343805,0.001424007],"genre_scores_gemma":[0.9903716,0.005938026,0.002246781,0.0002594943,0.00001615326,0.00008945799,0.00001890717,0.00001608474,0.001043477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3183699,"threshold_uncertainty_score":0.9675403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07037061837303397,"score_gpt":0.3971711758233736,"score_spread":0.3268005574503396,"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."}}