{"id":"W788317679","doi":"10.1007/s12134-015-0444-y","title":"Exploring the Experiences of Newcomer Women with Insecure Housing in Montréal Canada","year":2015,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Calgary","funders":"","keywords":"Immigration; Apartment; Settlement (finance); Service provider; Affordable housing; Demographic economics; Business; Service (business); Sociology; Economic growth; Political science; Finance; Economics; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002286011,0.0002075458,0.0003771279,0.0004166343,0.0001503187,0.0001134119,0.0003095228,0.0001073852,0.0001004903],"category_scores_gemma":[0.00153972,0.0001446358,0.00005729384,0.0003593552,0.0001157788,0.001308862,0.00003459351,0.0006974686,0.000001467133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409169,"about_ca_system_score_gemma":0.001569185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1586066,"about_ca_topic_score_gemma":0.8591486,"domain_scores_codex":[0.9968575,0.000851716,0.001195914,0.0001822093,0.0006879727,0.0002246931],"domain_scores_gemma":[0.9959141,0.0008655828,0.001095089,0.0001249421,0.001853754,0.0001465287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001229764,0.0002637244,0.1486541,0.00004279686,0.0001480603,0.00002904761,0.7868978,0.004593732,0.002593265,0.04794789,0.001874435,0.005725452],"study_design_scores_gemma":[0.001940107,0.0005012697,0.1298806,0.000938522,0.00002349417,0.00005085976,0.8310885,0.01374143,0.002108733,0.001653559,0.01778823,0.0002846573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768085,0.0001883536,0.01497619,0.00484299,0.0008863942,0.0002547196,0.00001290149,0.00001418816,0.002015709],"genre_scores_gemma":[0.9961926,0.0009160824,0.001205507,0.0006053302,0.0004095347,0.0002417472,0.00003584639,0.00002107034,0.0003722812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7005419,"threshold_uncertainty_score":0.8469962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07277624900039259,"score_gpt":0.3550085561696887,"score_spread":0.2822323071692961,"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."}}