{"id":"W4408798942","doi":"10.32920/28646138","title":"Unpacking Food and Housing Insecurity: A Study of Ukrainian and Syrian Refugee Women in Canada","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unpacking; Food insecurity; Ukrainian; Refugee; Syrian refugees; Political science; Food security; Gender studies; Economic growth; Sociology; Geography; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669294,0.0006650736,0.0009212787,0.001314003,0.02247497,0.004615156,0.001505199,0.001408448,0.00301719],"category_scores_gemma":[0.002632525,0.0007249601,0.0004819349,0.002959529,0.009119426,0.001503428,0.005895843,0.002715891,0.0002940968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02545623,"about_ca_system_score_gemma":0.04989704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9416302,"about_ca_topic_score_gemma":0.9800933,"domain_scores_codex":[0.9982986,0.0003487312,0.00003939829,0.00009704894,0.0001808421,0.001035332],"domain_scores_gemma":[0.9985445,0.0002672556,0.0001434014,0.00003810821,0.0003206285,0.0006860896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004646631,0.00005334165,0.02533397,0.0000758203,0.00001026296,0.001325295,0.9667923,0.00002518219,0.0004787766,0.0004849218,0.0009737375,0.004400068],"study_design_scores_gemma":[0.000002134325,0.00001930079,0.009910267,0.00004658667,0.000003586422,0.00009930049,0.9868892,0.00001290153,0.00003628427,0.00002685626,0.002942262,0.00001123429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957678,0.000583066,0.00004548226,0.00105344,0.00002820583,0.00004087261,0.0000786378,0.000002326919,0.002400133],"genre_scores_gemma":[0.9952828,0.001027978,0.0001151522,0.0007854431,0.000007619167,0.00003591049,0.0000609468,0.000008556303,0.002675581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05836976,"threshold_uncertainty_score":0.1846988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662569035253431,"score_gpt":0.2240724096677779,"score_spread":0.2074467193152436,"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."}}