{"id":"W4402544292","doi":"10.1177/01979183241280596","title":"Rethinking Queer Migration: The Case of Skilled Chinese LGBTQ+ Migrants in North America","year":2024,"lang":"en","type":"article","venue":"International Migration Review","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Queer; Gender studies; Sociology; Political science; Geography","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":[0.0008662809,0.0001413724,0.0002239372,0.000159152,0.0001510517,0.0001319699,0.0003179091,0.00005991376,0.0008077334],"category_scores_gemma":[0.0007230035,0.00009696851,0.0001602311,0.001230234,0.0001388093,0.0003640696,0.00002737755,0.000212743,0.00006446899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198425,"about_ca_system_score_gemma":0.0001889864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009322486,"about_ca_topic_score_gemma":0.6450199,"domain_scores_codex":[0.9982016,0.0003503051,0.000624017,0.0002419552,0.0004364586,0.0001456752],"domain_scores_gemma":[0.998916,0.0003370398,0.0001868883,0.0001932395,0.0003156949,0.0000511762],"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":[0.00005997114,0.0004273741,0.04786471,0.002142247,0.0004116719,0.001083553,0.3754865,0.00205235,0.0001292727,0.1947933,0.06693952,0.3086095],"study_design_scores_gemma":[0.0002019576,0.000026764,0.003907549,0.002333565,0.00006159323,0.00008699435,0.002249643,0.03280267,0.000003607988,0.002190477,0.9558544,0.0002808317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8012227,0.06242032,0.001795888,0.1235309,0.001919245,0.001474675,0.0001365927,0.0001742139,0.00732547],"genre_scores_gemma":[0.9129855,0.08216014,0.0002818154,0.002082148,0.0002454024,0.00008620825,0.0001188691,0.00001266551,0.002027256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8889148,"threshold_uncertainty_score":0.9972745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170818529955768,"score_gpt":0.3447041383904732,"score_spread":0.3276222853948964,"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."}}