{"id":"W3005418376","doi":"","title":"Knowledge Gaps and Opportunities for Future Research on Ethiopian Food Security and Agriculture","year":2016,"lang":"en","type":"article","venue":"Ethiopian Journal of Applied  Science and Technology","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Agriculture; Food security; Contextualization; Political science; Business; Public relations; Knowledge management; Geography; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00247865,0.0001587983,0.0002502645,0.0002175239,0.0008795407,0.0001157481,0.0004443676,0.0003370478,0.00001432948],"category_scores_gemma":[0.0001429672,0.00004520022,0.00002761872,0.000904742,0.001702752,0.0002098854,0.0002379089,0.0006023766,0.000002562695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000414171,"about_ca_system_score_gemma":0.0001046124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001370493,"about_ca_topic_score_gemma":0.00006287147,"domain_scores_codex":[0.9983177,0.00004586373,0.0002521505,0.0003657476,0.0005213712,0.0004972005],"domain_scores_gemma":[0.9983192,0.0003731771,0.0001195282,0.00005976641,0.0008726963,0.0002556486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001012006,0.00005766295,0.0001919846,0.00003293155,0.00001917735,0.000009170199,0.0008734764,8.046484e-9,0.2558119,0.3042544,0.003838773,0.4348093],"study_design_scores_gemma":[0.001586126,0.007894538,0.02311655,0.0004696596,0.00002603898,0.0004928542,0.05033502,0.000002024966,0.1055811,0.2455861,0.5642107,0.0006993038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8929314,0.001405571,0.00000224764,0.1026744,0.00009859721,0.0002850132,0.00001199307,0.00002426172,0.002566571],"genre_scores_gemma":[0.9948826,0.004159078,0.0001284412,0.0001832748,0.0003407223,0.00001825481,0.000001034732,0.000001179899,0.0002854446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5603719,"threshold_uncertainty_score":0.6764805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06789560761775473,"score_gpt":0.307943346833862,"score_spread":0.2400477392161073,"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."}}