{"id":"W4405575673","doi":"10.1111/ntwe.12329","title":"Immigrant IT Workers' Experiences With Remote Work: Temporal, Spatial, and Ideological Dimensions of Paid/Unpaid Work and Care","year":2024,"lang":"en","type":"article","venue":"New Technology Work and Employment","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Unpaid work; Bridge (graph theory); Work (physics); Information and Communications Technology; Ideology; Care work; Bridging (networking); Sociology; Variety (cybernetics); Political science; Engineering; Medicine; Computer science; Computer security","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":[0.0003046595,0.0002804353,0.0004378619,0.0002209708,0.0004098187,0.0000912539,0.0002304449,0.00043265,0.0000539008],"category_scores_gemma":[0.00007216015,0.000190367,0.00004289384,0.001137746,0.00198959,0.0001039769,0.0002485412,0.0003747471,0.000003193663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005423087,"about_ca_system_score_gemma":0.0001210676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280287,"about_ca_topic_score_gemma":0.003691683,"domain_scores_codex":[0.9980754,0.00008824277,0.0003111184,0.0006761294,0.0003172098,0.000531938],"domain_scores_gemma":[0.9991549,0.000194571,0.0001118201,0.0002901449,0.0000511025,0.0001974837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001436781,0.00003547265,0.7959667,0.00003134508,0.00007472774,0.00005697753,0.06351657,0.00000242467,0.000007701812,0.0005261964,0.004128312,0.1355099],"study_design_scores_gemma":[0.001479941,0.001472544,0.1436633,0.00436169,0.0002358436,0.00002614229,0.6691319,0.000003635941,0.0002290194,0.003954643,0.1741351,0.0013062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343425,0.04790794,0.0002129969,0.01627165,0.000220771,0.0004104296,0.000001576651,0.0003917586,0.0002403912],"genre_scores_gemma":[0.9918277,0.004536933,0.002768883,0.000079549,0.00008638122,0.00004375719,0.000002474118,0.00002112084,0.0006331586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6523033,"threshold_uncertainty_score":0.7762942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279650484483992,"score_gpt":0.2819342220404005,"score_spread":0.2591377171955606,"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."}}