{"id":"W2910383324","doi":"","title":"Library Guides: Food Security and Food Sustainability: Food Security - What is it?","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Sustainability; Business; Computer security; Computer science; Geography; Agriculture; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001470471,0.0007811498,0.0008658238,0.002450511,0.005911257,0.005881127,0.001446657,0.002291967,0.2280418],"category_scores_gemma":[0.005488468,0.000509816,0.0004221471,0.005216502,0.001261419,0.003635676,0.002274976,0.002457921,0.113096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01014174,"about_ca_system_score_gemma":0.05553671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5092643,"about_ca_topic_score_gemma":0.8332611,"domain_scores_codex":[0.9987757,0.0001609749,0.00006575276,0.00005005447,0.0007643281,0.0001832389],"domain_scores_gemma":[0.9932207,0.0005846777,0.0001865066,0.0001091686,0.004148968,0.001749966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002936602,0.00001810266,0.0001777969,0.00009982743,5.429609e-7,0.00002152249,0.0002413858,0.00001768381,0.00001981655,0.0006022227,0.9643494,0.03444858],"study_design_scores_gemma":[0.000002382135,0.000004627835,0.0006895572,0.0002036934,0.00000109621,0.00003025967,0.0005243511,0.00001203711,0.00002357747,0.0002840566,0.9982165,0.00000789351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001201714,0.01541577,0.001394899,0.04366153,0.003430967,0.0005012833,0.01140667,0.001970603,0.9210166],"genre_scores_gemma":[0.003172527,0.02177129,0.003397676,0.008025559,0.0005158687,0.0002902583,0.004687392,0.0005516877,0.9575878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5092643,"threshold_uncertainty_score":0.9872514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116255148759978,"score_gpt":0.4193033001512664,"score_spread":0.3030481513912884,"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."}}