{"id":"W4237160850","doi":"10.47678/cjhe.v50i2.188699","title":"Correlates of Food Insecurity Among Undergraduate Students","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Food insecurity; Psychology; Sample (material); Logistic regression; Food security; Environmental health; Geography; Medicine; Agriculture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000242727,0.00008823119,0.0002214589,0.0001974308,0.0003733086,0.00001134689,0.0002646908,0.0001398679,0.0008090415],"category_scores_gemma":[0.0001608724,0.00008860842,0.00006600087,0.0002909699,0.00007149245,0.0002149368,0.00001624849,0.000595662,0.00005516431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286387,"about_ca_system_score_gemma":0.004296676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004873266,"about_ca_topic_score_gemma":0.01683699,"domain_scores_codex":[0.9985078,0.0002237556,0.0006875896,0.00009414501,0.000218043,0.0002686658],"domain_scores_gemma":[0.9977688,0.00009372588,0.0006611968,0.0001102401,0.0004906922,0.0008753545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001535801,0.00004244846,0.9234344,0.0001529763,0.00003753433,0.000001743482,0.01024975,0.00001588856,0.00000413804,0.01091152,0.05506316,0.00007107052],"study_design_scores_gemma":[0.0004375126,0.0002538382,0.9301701,0.0002644793,0.00005052227,0.000001267641,0.001987895,0.000006811998,0.000007030279,0.007444554,0.05929062,0.00008541601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819074,0.001442777,0.00001031734,0.01147011,0.003262109,0.0002593302,0.00003369061,0.000006726811,0.001607561],"genre_scores_gemma":[0.9965472,0.00003108996,0.00009215316,0.002134119,0.0005065718,0.000005888521,0.00001382997,0.00001250509,0.0006566585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01463981,"threshold_uncertainty_score":0.9395433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302802089474527,"score_gpt":0.4321605700257811,"score_spread":0.3018803610783285,"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."}}