{"id":"W3167051737","doi":"10.5509/2021942285","title":"“Temporary Couples” among Chinese Migrant Workers in Singapore","year":2021,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Ethnography; Cohabitation; Gender studies; Sociology; Phenomenon; Nothing; Work (physics); Demographic economics; Wage; Political science; Labour economics; Economics; Law; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008804115,0.0001648878,0.0002580108,0.00009913684,0.0002724465,0.0001096233,0.0002489018,0.0001607796,0.0009563084],"category_scores_gemma":[0.0002815012,0.0001743772,0.00009777566,0.0006245335,0.0003969533,0.0002679694,0.00006285732,0.0002179846,0.0002050444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193475,"about_ca_system_score_gemma":0.0006862562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534166,"about_ca_topic_score_gemma":0.006966004,"domain_scores_codex":[0.9983216,0.000193624,0.0003397788,0.000396166,0.0002932251,0.0004556117],"domain_scores_gemma":[0.9991996,0.0002204151,0.0001135725,0.0002526075,0.00004936856,0.000164389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006197129,0.00004967678,0.9530526,0.000007110459,0.00001773949,0.0001234078,0.03930627,0.00001094827,0.00001605183,0.0002856964,0.005803771,0.001320567],"study_design_scores_gemma":[0.0003597101,0.000004480112,0.2138891,0.00006358395,0.000004731593,0.000002244605,0.7634053,0.00004914014,0.0000208622,0.001343463,0.02054289,0.0003144634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4925823,0.0003296157,0.0000114873,0.001008754,0.0007380573,0.0001521189,0.000004103701,0.0000963301,0.5050772],"genre_scores_gemma":[0.9900382,0.00007833132,0.0005433398,0.00002028043,0.0001457921,0.00002787396,0.0000332468,0.00002241076,0.009090482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7391635,"threshold_uncertainty_score":0.999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013864482043959,"score_gpt":0.2641894192454763,"score_spread":0.2503249372015173,"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."}}