{"id":"W2125326383","doi":"10.5539/jas.v5n9p51","title":"The Role of Agricultural Engineering to Take Agriculture to Greater Height in Adamawa State","year":2013,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Agricultural Engineering and Mechanization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; State (computer science); Agricultural economics; Good agricultural practice; Agricultural productivity; Production (economics); Food processing; Agricultural communication; Business; Agricultural education; Natural resource economics; Economic growth; Food systems; Political science; Geography; Economics; Food security; Mathematics","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":[0.0002965472,0.0002631722,0.0002941423,0.0001693158,0.0001119252,0.0001791116,0.0006792417,0.00006366835,0.000009702701],"category_scores_gemma":[0.000130319,0.0001094352,0.00009791113,0.002195766,0.00002732316,0.0008315667,0.00008139787,0.000285885,0.00003367721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597831,"about_ca_system_score_gemma":0.0000199851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004136813,"about_ca_topic_score_gemma":0.00003743568,"domain_scores_codex":[0.9980289,0.0000145534,0.0006072852,0.0001798607,0.0006223706,0.0005470542],"domain_scores_gemma":[0.9986383,0.00004436066,0.0001270992,0.0001226078,0.0006936987,0.0003739887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000002142745,0.000008476897,0.0001528037,0.000008631139,0.00001162631,0.000001080077,0.0009118456,0.3281855,0.6680414,0.0000877506,0.001219837,0.001368904],"study_design_scores_gemma":[0.0001630888,0.0001494339,0.7818827,0.0001743428,0.00001088308,0.0001207902,0.001795382,0.0007164034,0.2130226,0.00001960174,0.001623966,0.0003208572],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978316,0.0002687424,0.000279176,0.0004280175,0.0005649219,0.0003500989,0.000003443897,0.00005729592,0.000216711],"genre_scores_gemma":[0.9980615,0.00004485258,0.001461665,0.00001910702,0.0001810636,0.00001847068,0.000001488811,0.000009599616,0.0002022139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7817299,"threshold_uncertainty_score":0.4462637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002133551036099226,"score_gpt":0.1516163242646914,"score_spread":0.1494827732285922,"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."}}