{"id":"W2905642047","doi":"10.32920/ryerson.14651805.v1","title":"The role of immigrant women in their families’ settlement in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Settlement (finance); Immigration; Political science; Gender studies; Economic growth; Geography; Sociology; Business; Law; Economics; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001563949,0.000341659,0.0004523277,0.001138664,0.02848982,0.004385411,0.001409392,0.0009150813,0.004143524],"category_scores_gemma":[0.003005481,0.0002275626,0.0002706166,0.001642013,0.006887668,0.001157234,0.006103524,0.001557117,0.0001822548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03721169,"about_ca_system_score_gemma":0.0653206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9769778,"about_ca_topic_score_gemma":0.9893587,"domain_scores_codex":[0.9982327,0.0003508729,0.0000307833,0.0001027406,0.0002106608,0.001072161],"domain_scores_gemma":[0.9983412,0.0001835138,0.0001514914,0.00003863374,0.0003842887,0.0009007943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001638362,0.00008430035,0.09872698,0.00009573969,0.00002550246,0.00335801,0.8359745,0.000136719,0.000672086,0.008582411,0.007441272,0.04473869],"study_design_scores_gemma":[0.000008123057,0.00002545407,0.04599684,0.0001464268,0.00001374079,0.0003751584,0.927974,0.0000657983,0.0001109569,0.0004383627,0.02481529,0.00002984451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762323,0.001674449,0.00008902777,0.004723269,0.0001009476,0.00002358643,0.00008047377,0.000007358996,0.01706877],"genre_scores_gemma":[0.9945268,0.001015233,0.00009952771,0.0004356588,0.00000884081,0.000009060412,0.0000355426,0.000005856272,0.003863411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03721169,"threshold_uncertainty_score":0.269991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007335652764552864,"score_gpt":0.2368742883741541,"score_spread":0.2295386356096013,"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."}}