{"id":"W3110015361","doi":"10.1002/9781118663219.wbegss002","title":"Immigration and Gender","year":2016,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Gender and Sexuality Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Multiculturalism; Immigration policy; Ethnic group; Economic growth; Development economics; Political economy; Sociology; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000793575,0.000241444,0.0003947354,0.00008463537,0.0003118044,0.00002635862,0.0001592143,0.0001898232,0.0003758298],"category_scores_gemma":[0.0001301279,0.0001470143,0.00004582336,0.00009947341,0.001129926,0.00006234195,0.0001060615,0.0001178814,0.00002049209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002562856,"about_ca_system_score_gemma":0.00008494675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006595517,"about_ca_topic_score_gemma":0.008816189,"domain_scores_codex":[0.9984032,0.0003941092,0.0002903985,0.0003129831,0.0003548704,0.0002444661],"domain_scores_gemma":[0.9990646,0.0002678407,0.000250556,0.0002496742,0.00009989337,0.00006744317],"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":[0.00001428863,0.00003951384,0.001518776,0.0003003129,0.0004198483,9.986815e-7,0.1742054,2.938833e-7,0.000004404669,0.02786814,0.7868699,0.008758153],"study_design_scores_gemma":[0.0001960203,0.00001727195,0.0005102639,0.00005342737,0.0001234529,6.183099e-7,0.03669323,0.000005589157,7.322024e-7,0.007532397,0.9546289,0.0002381231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001816021,0.07292447,0.000244204,0.001157087,0.0005637952,0.0005654174,0.0001314942,0.0001011931,0.9224963],"genre_scores_gemma":[0.004517138,0.5287639,0.00006012453,0.0002228061,0.0004997221,0.0000181234,0.000009867092,0.00006416181,0.4658441],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4566522,"threshold_uncertainty_score":0.599507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04535972343704258,"score_gpt":0.346516452595763,"score_spread":0.3011567291587204,"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."}}