{"id":"W2133545201","doi":"10.17722/ijrbt.v5i3.362","title":"Global Food security","year":2014,"lang":"en","type":"article","venue":"International Journal of Research in Business and Technology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Business; Computer science; Environmental science; Geography; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002163372,0.00006450672,0.0001901733,0.001071104,0.0002263079,0.00001495271,0.0004491797,0.0002505065,0.00006809911],"category_scores_gemma":[0.001509978,0.0000564203,0.00001930402,0.001083649,0.000251375,0.0001581752,0.0002887297,0.0008949579,0.0000167764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141066,"about_ca_system_score_gemma":0.0003109906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002739316,"about_ca_topic_score_gemma":0.001062723,"domain_scores_codex":[0.9982262,0.0002855709,0.000512427,0.0001229869,0.0005204382,0.0003323528],"domain_scores_gemma":[0.996555,0.0003452904,0.0002022633,0.0001131918,0.002702779,0.00008151993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001328061,0.0001009791,0.381849,0.00008462508,0.00002793142,0.00003671202,0.0002528784,0.00001057821,0.000005608484,0.6047507,0.00125633,0.01149188],"study_design_scores_gemma":[0.001880015,0.00033563,0.1539467,0.0006151567,0.000003634704,0.00009312852,0.001432794,0.0003421031,0.000005091578,0.7032759,0.1379872,0.0000826502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330719,0.000505777,0.0002998996,0.0604955,0.001299582,0.0001601485,0.0000192504,0.000022711,0.004125312],"genre_scores_gemma":[0.9984041,0.0006346011,0.0003772876,0.0001593203,0.0003837545,0.00001086132,0.000002368831,0.000004646422,0.00002306138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2279023,"threshold_uncertainty_score":0.3888196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1816495349274191,"score_gpt":0.5345376438444817,"score_spread":0.3528881089170625,"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."}}