{"id":"W4413602866","doi":"10.64628/aam.qcwtf6prj","title":"Canada’s costly housing market leaves international students open to exploitation","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Business","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":[0.0006164326,0.0002377676,0.0004147101,0.0007736739,0.006434602,0.006510046,0.0005772914,0.001633694,0.02633692],"category_scores_gemma":[0.00273323,0.0001827788,0.0003298278,0.001428975,0.002142685,0.0009967112,0.001389074,0.002734114,0.001146471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02988817,"about_ca_system_score_gemma":0.05096307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9646971,"about_ca_topic_score_gemma":0.9842125,"domain_scores_codex":[0.9990727,0.00006512506,0.00001179082,0.00006931932,0.000282503,0.000498563],"domain_scores_gemma":[0.9984005,0.0002402466,0.0001313708,0.00007146005,0.0004075243,0.0007488324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001795379,0.00008745099,0.03987218,0.0000784421,0.00004138645,0.0004400738,0.003319139,0.001964366,0.0004832366,0.5755297,0.3205723,0.05743223],"study_design_scores_gemma":[0.0001501915,0.0000644689,0.1165899,0.0002937514,0.00006505483,0.0002961706,0.02691365,0.007647294,0.001495227,0.08365208,0.7627495,0.00008274325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.41469,0.001842401,0.00238281,0.1438537,0.0008916756,0.00004204547,0.002615046,0.0001649653,0.4335173],"genre_scores_gemma":[0.8609574,0.000854384,0.0004674442,0.003157166,0.0001404309,0.00001460133,0.0003275088,0.00005306015,0.1340279],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03530294,"threshold_uncertainty_score":0.2168549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697417343207564,"score_gpt":0.3973526070281449,"score_spread":0.3276108727073885,"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."}}