{"id":"W2010282116","doi":"10.1080/02255189.2012.689612","title":"Bangladeshi labour migration to the Gulf states: patterns of recruitment and processes","year":2012,"lang":"fr","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Political science; Economy; Welfare economics; Ethnology; Economics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00266334,0.0003714335,0.0005717048,0.0003922502,0.0008607842,0.00009590934,0.0004837366,0.0001155553,0.0002639096],"category_scores_gemma":[0.0006917776,0.000311657,0.00007589552,0.0009432356,0.0002592872,0.0003792788,0.00007272417,0.0002430332,0.00001142016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00343477,"about_ca_system_score_gemma":0.004640417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03155952,"about_ca_topic_score_gemma":0.9864955,"domain_scores_codex":[0.9968175,0.0002601584,0.001196802,0.0002589009,0.0002996511,0.001167037],"domain_scores_gemma":[0.9952905,0.0002130779,0.0007515644,0.0001899026,0.001717882,0.001837135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000201585,0.0001059765,0.1656604,0.000722613,0.0009084261,0.00004207272,0.7745781,0.0003488944,0.000005726396,0.02321634,0.009794316,0.02459696],"study_design_scores_gemma":[0.0003386828,0.0001799944,0.05299807,0.0009035068,0.0001307417,0.00003611867,0.1383693,0.00001003433,0.00006609732,0.0001203836,0.8064975,0.00034962],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8744662,0.01579854,0.0003781151,0.1054213,0.002868611,0.0008328228,0.0001521447,0.000004898567,0.00007739494],"genre_scores_gemma":[0.979872,0.01332782,0.001933852,0.001904836,0.0006373997,0.00008712738,0.00002040144,0.0000309105,0.002185694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.954936,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08506080345652664,"score_gpt":0.2898259894558229,"score_spread":0.2047651859992962,"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."}}