{"id":"W2800558744","doi":"10.1007/s12134-018-0579-8","title":"To Live Apart or Together: Integration Outcomes of Astronaut Versus Dual-Parent Household Strategies","year":2018,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Transnationalism; Dual (grammatical number); Immigration; Typology; Demographic economics; Sociology; Economic geography; Gender studies; Political science; Geography; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586576,0.0004564605,0.0006774573,0.001146271,0.002028044,0.003781275,0.001226704,0.00177184,0.008637903],"category_scores_gemma":[0.01009513,0.0003940834,0.0009483308,0.001312614,0.001489921,0.003068821,0.004264301,0.002740539,0.0007690768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221873,"about_ca_system_score_gemma":0.001967482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03079999,"about_ca_topic_score_gemma":0.04059589,"domain_scores_codex":[0.9985628,0.0003972816,0.0001072736,0.0001982004,0.0001733711,0.0005611729],"domain_scores_gemma":[0.9947589,0.0008375378,0.002167081,0.0002108627,0.0003179005,0.001707655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001283732,0.002059996,0.9758348,0.0000345528,0.0002172508,0.0002071476,0.008397036,0.0001357317,0.0001410501,0.0006882578,0.0004642359,0.01053623],"study_design_scores_gemma":[0.00008634157,0.0009210421,0.9422792,0.0001174785,0.0001914991,0.0001773237,0.05369328,0.0005131245,0.0001340439,0.001041107,0.0008056339,0.00003982371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985197,0.0001693021,0.00002074506,0.0002206169,0.00001422043,0.00001233093,0.00008903574,0.000001142615,0.0009530034],"genre_scores_gemma":[0.9988766,0.0001138601,0.00003218709,0.00006312133,0.000009540716,0.00001656404,0.0001652697,0.000002054996,0.0007207328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03079999,"threshold_uncertainty_score":0.06124145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054087172738401,"score_gpt":0.3552084196592351,"score_spread":0.3011212469208341,"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."}}