{"id":"W2524809171","doi":"10.11575/prism/27010","title":"Mosaic of Spaces: Social Integration of Chinese Immigrant Women in Toronto","year":2015,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mosaic; Immigration; Gender studies; Sociology; Geography; Political science; Media studies; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007233744,0.000125648,0.0004764967,0.0001457585,0.0001211193,0.000006520193,0.0003053133,0.0003242826,0.0004925313],"category_scores_gemma":[0.00008911944,0.0001496987,0.0001295529,0.0001908558,0.0001608088,0.0003888705,0.00002123545,0.0001276703,0.000002869859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006187987,"about_ca_system_score_gemma":0.0005128091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3689337,"about_ca_topic_score_gemma":0.5778648,"domain_scores_codex":[0.9988999,0.0001482088,0.000248432,0.0001790007,0.0003303736,0.0001941331],"domain_scores_gemma":[0.9989793,0.00004058155,0.0005364318,0.0001123335,0.0002508252,0.0000804724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002329507,0.0001422524,0.003767793,0.0001619851,0.00004968104,0.000001320328,0.9693487,3.935346e-7,0.0003734872,0.002206945,0.0008850035,0.02282955],"study_design_scores_gemma":[0.001674331,0.0002302044,0.247316,0.0002057488,0.00009736148,1.150951e-7,0.728224,0.0009170149,0.0001229838,0.01482451,0.005841883,0.0005458069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478427,0.0003084299,0.0003425208,0.00005615519,0.0001684566,0.0002460665,0.000004147343,0.00001158025,0.05101996],"genre_scores_gemma":[0.9863589,0.0005352162,0.000685358,0.000004024083,0.00004076593,0.000001349715,0.0002827676,0.000009694496,0.01208186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2435482,"threshold_uncertainty_score":0.6352686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115818331801042,"score_gpt":0.2606838974174931,"score_spread":0.249102064237389,"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."}}