{"id":"W4229686133","doi":"10.32920/ryerson.14664138.v1","title":"'I do' belong to you : debating the vulnerability of Filipino mail-order brides in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Alberta","funders":"","keywords":"Mail order; Order (exchange); Vulnerability (computing); Population; Sociology; Genealogy; Political science; Public relations; Law; History; Advertising; Business; Computer security; Demography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002453903,0.0004511794,0.0005830069,0.001997102,0.03747758,0.006733247,0.002096166,0.002143564,0.006190355],"category_scores_gemma":[0.008117991,0.0004074591,0.0002299542,0.002922351,0.01378544,0.002370128,0.005369448,0.003658313,0.00024809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04680151,"about_ca_system_score_gemma":0.05157903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9720023,"about_ca_topic_score_gemma":0.9850634,"domain_scores_codex":[0.9972906,0.0006806786,0.00004568524,0.0001661163,0.000414802,0.001402211],"domain_scores_gemma":[0.995922,0.00133038,0.0004832604,0.0001319756,0.001041083,0.001091387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002603003,0.00002367969,0.01372282,0.00004546025,0.000006423594,0.0006640106,0.97646,0.00003375327,0.000248009,0.00297728,0.002171705,0.003620818],"study_design_scores_gemma":[7.515973e-7,0.000003532046,0.003704503,0.00003391642,0.000002437819,0.00003301893,0.9905969,0.00002314607,0.00004266541,0.00006442703,0.005486975,0.000007776843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852424,0.0005473581,0.0001442026,0.003635861,0.00003736007,0.00003269031,0.00008876432,0.000006644455,0.01026467],"genre_scores_gemma":[0.9926274,0.0005706853,0.00008998893,0.000679962,0.000006810061,0.00001712666,0.00003596649,0.00000905367,0.005962978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04680151,"threshold_uncertainty_score":0.3395703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046119749169331,"score_gpt":0.2994052817393241,"score_spread":0.2789440842476308,"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."}}