{"id":"W4413789686","doi":"10.1007/s10460-025-10782-5","title":"“We need them to keep putting food on our tables”: critiquing legislative discourses of food insecurity in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Agriculture and Human Values","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Athabasca University","funders":"Social Sciences and Humanities Research Council","keywords":"Food insecurity; Legislature; Food security; Political science; Environmental sociology; Economic growth; Sociology; Economics; Social science; Geography; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002516032,0.0002027974,0.0003997699,0.0001130742,0.001131675,0.00001727706,0.0001642584,0.000179311,0.00002941409],"category_scores_gemma":[0.0002085211,0.0001545315,0.00004568946,0.0003757693,0.00002919613,0.0001427469,0.000132408,0.0005842499,0.000003827806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688477,"about_ca_system_score_gemma":0.0003173105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4588839,"about_ca_topic_score_gemma":0.9638969,"domain_scores_codex":[0.9982085,0.0002822286,0.0005499549,0.0003121453,0.000197315,0.0004498952],"domain_scores_gemma":[0.9989622,0.0004039939,0.0001769976,0.000173899,0.0001559475,0.0001270196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006695564,0.0002737601,0.09321562,0.001150639,0.0001262157,0.000002883867,0.1207777,0.00008131576,0.0001494106,0.7163351,0.06737439,0.0004460082],"study_design_scores_gemma":[0.003334792,0.00171108,0.4303697,0.00895619,0.0002004357,0.000001760123,0.341093,0.00004673203,0.0009477836,0.1366953,0.07566041,0.000982772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596129,0.0003249977,0.000004022927,0.02021411,0.0003686832,0.0008584464,0.0001407034,0.00002553022,0.01845062],"genre_scores_gemma":[0.9960126,0.00003392827,0.00009705745,0.001521991,0.0001774793,0.00007890417,0.00004633088,0.00000873651,0.002023021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5796398,"threshold_uncertainty_score":0.8704041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07913521374492728,"score_gpt":0.392159973019885,"score_spread":0.3130247592749577,"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."}}