{"id":"W2937539031","doi":"10.3390/socsci8040123","title":"Bangladeshi Migrants of Italy and Their Precarity","year":2019,"lang":"en","type":"article","venue":"Social Sciences","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; University of Victoria; Utah Agricultural Experiment Station","keywords":"Precarity; Face (sociological concept); Political science; Geography; Gender studies; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008176501,0.00005077088,0.0001063066,0.00003568756,0.0004927046,0.00006165291,0.0001937424,0.00006316051,0.0002094604],"category_scores_gemma":[0.00006982195,0.00003924239,0.00003773018,0.0004361255,0.0008891861,0.000205789,0.00002639882,0.00004707865,0.000009277064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000158536,"about_ca_system_score_gemma":0.00014463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841344,"about_ca_topic_score_gemma":0.01530475,"domain_scores_codex":[0.9992235,0.0001069697,0.00009960379,0.0001421859,0.0002544476,0.0001733217],"domain_scores_gemma":[0.9997151,0.00008263001,0.00006960581,0.00003922631,0.00005518278,0.00003820241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000957719,0.0000646965,0.2268014,0.00002214397,0.00001473494,2.989771e-7,0.3069236,0.000005205417,0.002016746,0.4414581,0.00107697,0.02160654],"study_design_scores_gemma":[0.0009865745,0.0003545226,0.3526166,0.00007344325,0.0000278918,0.000001303548,0.3850339,0.002168256,0.001035476,0.07074749,0.1860748,0.0008797303],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239696,0.00009719533,0.00001105913,0.001389366,0.0001682094,0.0001176362,0.00001122878,0.00002069637,0.07421505],"genre_scores_gemma":[0.9986407,0.00004922086,0.00006562992,0.0001091571,0.00006764942,0.00000143885,7.579496e-7,0.000001715179,0.001063787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3707106,"threshold_uncertainty_score":0.8540407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459309041856077,"score_gpt":0.3125132209629948,"score_spread":0.287920130544434,"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."}}