{"id":"W2900636078","doi":"10.1017/s1474746418000428","title":"Competing Discourses of Household Food Insecurity in Canada","year":2018,"lang":"en","type":"article","venue":"Social Policy and Society","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Government (linguistics); Food insecurity; Politics; Welfare; Political science; Distribution (mathematics); Welfare state; State (computer science); Food security; Economic growth; Development economics; Economics; Political economy; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0003398318,0.00008487426,0.0002259064,0.0000288413,0.001275893,0.000003105513,0.00008281481,0.0001488939,0.00003268027],"category_scores_gemma":[0.0001198017,0.00008774777,0.00005206766,0.0002587617,0.00024034,0.00006542779,0.00009585308,0.0004044019,0.00000151284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783976,"about_ca_system_score_gemma":0.002713877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9349611,"about_ca_topic_score_gemma":0.9661403,"domain_scores_codex":[0.9987642,0.0001894456,0.0003610653,0.0001287895,0.0001577023,0.0003988018],"domain_scores_gemma":[0.9994302,0.0001737144,0.0001635926,0.00007826493,0.00007001964,0.00008419513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003312622,0.00008376579,0.3739099,0.0007406435,0.00005205722,5.707942e-7,0.3722022,0.00000203362,0.0000300034,0.2306337,0.02172685,0.0005851396],"study_design_scores_gemma":[0.001019191,0.00008519349,0.8517862,0.0001281025,0.00001297276,1.993328e-7,0.1274734,0.0001138482,0.00001391933,0.009827947,0.009356426,0.0001826222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886359,0.00005609243,0.000003145071,0.005784282,0.0002525562,0.0002141304,0.0002959205,0.00001742574,0.004740527],"genre_scores_gemma":[0.9956579,0.00004949903,0.00009164499,0.002697266,0.00143931,0.00001113574,0.000008633867,0.00000874778,0.00003587446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4778762,"threshold_uncertainty_score":0.9813268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1752817782835427,"score_gpt":0.4389942814725812,"score_spread":0.2637125031890385,"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."}}