{"id":"W4413984815","doi":"10.1080/1369183x.2025.2544085","title":"Migration narratives and urban space management: the politics of migrant worker housing in Doha","year":2025,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Politics; Migrant workers; Narrative; Space (punctuation); Urban space; Gender studies; Political science; Sociology; Migration studies; Economic geography; Demographic economics; Economic growth; Geography; Economics; Law; Art","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":[0.002154959,0.0003106389,0.0002226321,0.0009296347,0.01886131,0.006357603,0.000852297,0.001305122,0.002822579],"category_scores_gemma":[0.002305284,0.0003351935,0.000163796,0.001254351,0.01842209,0.004649689,0.008437664,0.002012222,0.0001829853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005012015,"about_ca_system_score_gemma":0.003254031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01994583,"about_ca_topic_score_gemma":0.04617542,"domain_scores_codex":[0.9983192,0.001077958,0.00003445363,0.00009577421,0.0001242582,0.00034824],"domain_scores_gemma":[0.9988489,0.0005976232,0.0002133095,0.00006725884,0.00006152695,0.0002114085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001264594,0.0000109385,0.002705337,0.00002530525,0.000001875657,0.0003969014,0.9636257,0.00003002818,0.0001709978,0.0288208,0.0007474193,0.003452105],"study_design_scores_gemma":[0.000001755942,0.000008232794,0.002065578,0.0000548272,0.000002033364,0.0001325701,0.9683436,0.00004660314,0.00007884402,0.001861868,0.02739842,0.000005702021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470903,0.001238154,0.0008664163,0.008067101,0.0001035597,0.00001606978,0.0000292983,0.000008367008,0.04258078],"genre_scores_gemma":[0.9971295,0.0003377006,0.0001508712,0.000226839,0.00001676614,0.00001316401,0.000008489173,0.000005102675,0.002111513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01994583,"threshold_uncertainty_score":0.03965944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588564354221838,"score_gpt":0.3602468281014858,"score_spread":0.3243611845592674,"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."}}