{"id":"W3082095045","doi":"10.5539/sar.v9n4p30","title":"An Overview of the Agricultural Extension System in Egypt: The History, Structure, Modes of Operation and the Future Directions","year":2020,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agricultural extension; Extension (predicate logic); Agriculture; Legislation; Agricultural communication; Computer science; Political science; Geography; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001770917,0.0004065539,0.0002581329,0.007034748,0.002099431,0.005767548,0.0006193399,0.00123815,0.004008332],"category_scores_gemma":[0.00150256,0.0003165096,0.0002137436,0.01274155,0.002677838,0.004118806,0.001422552,0.001122822,0.0004312379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01575184,"about_ca_system_score_gemma":0.01465265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03278068,"about_ca_topic_score_gemma":0.05704812,"domain_scores_codex":[0.9992119,0.0002208121,0.0001253817,0.0001043843,0.0001488767,0.0001885835],"domain_scores_gemma":[0.9985058,0.0004034818,0.000367969,0.00003969123,0.0005485463,0.0001345816],"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":[0.0001494296,0.00009397461,0.01932342,0.01621976,0.00007688426,0.003116286,0.02193694,0.003282285,0.002489832,0.2016159,0.02014697,0.7115483],"study_design_scores_gemma":[0.000007610286,0.00008177882,0.04999931,0.006428573,0.00005247733,0.001177851,0.02645901,0.0004055658,0.0009183348,0.009934298,0.9044697,0.00006565231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04698713,0.8618096,0.001803452,0.02089291,0.0003680592,0.00008637702,0.0003582093,0.0000584571,0.06763582],"genre_scores_gemma":[0.2635779,0.7118416,0.003102966,0.001839243,0.0002086321,0.00004324373,0.0002679313,0.00001544188,0.01910305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03278068,"threshold_uncertainty_score":0.1142882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07809688078699908,"score_gpt":0.3182850694396547,"score_spread":0.2401881886526556,"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."}}