{"id":"W4405084237","doi":"10.1080/19371918.2024.2425869","title":"Political Parties and Household Food Insecurity Among Canadian Provinces: A Panel Data Analysis, 2005–2014","year":2024,"lang":"en","type":"article","venue":"Social Work in Public Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Politics; Demographic economics; Panel data; Food insecurity; Panel analysis; Context (archaeology); Political science; Economic growth; Economics; Geography; Food security; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004134743,0.0002257296,0.0005910241,0.0009196449,0.002839595,0.0001547046,0.0004533555,0.0004883288,0.0003142549],"category_scores_gemma":[0.0004827043,0.0002310457,0.00007493113,0.002446981,0.0003084854,0.0005812586,0.0003123185,0.001689164,0.00006086368],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190647,"about_ca_system_score_gemma":0.0121806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3531262,"about_ca_topic_score_gemma":0.9366235,"domain_scores_codex":[0.9937962,0.001398968,0.0009963617,0.0007176715,0.0003812798,0.002709546],"domain_scores_gemma":[0.9968237,0.0004898381,0.0001540973,0.0005527389,0.00006987666,0.001909802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009284886,0.00006803944,0.4584549,0.0007273162,0.0001528165,0.000008572149,0.02506907,8.917653e-7,8.382225e-9,0.4418454,0.07236023,0.0013035],"study_design_scores_gemma":[0.0002484702,0.00004979068,0.64519,0.0001605234,0.0000536844,3.921388e-7,0.009862944,0.0004592454,5.892366e-9,0.006774753,0.3369771,0.0002231286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5428391,0.005443898,0.00009969105,0.4317289,0.002084918,0.002688397,0.005621561,0.0006171526,0.008876466],"genre_scores_gemma":[0.9925019,0.0002319995,0.000122738,0.005270015,0.0006957736,0.0001368339,0.0008116454,0.00003295308,0.0001961003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5834973,"threshold_uncertainty_score":0.9984586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4166645848647547,"score_gpt":0.4491766518105066,"score_spread":0.03251206694575193,"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."}}