{"id":"W4205598798","doi":"10.5539/jas.v14n2p104","title":"The Role of Agricultural Institutions in Providing Support Towards Sustainable Rural Development in South Pacific Island Countries","year":2022,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Economic growth; Agriculture; Poverty; Vocational education; Corporate governance; Political science; Rural area; Higher education; Business; Geography; Economics; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004439896,0.0002229355,0.000127014,0.0009027377,0.005644691,0.00610563,0.001009697,0.001298467,0.009666163],"category_scores_gemma":[0.007060849,0.000214881,0.000122262,0.001155449,0.004333359,0.002265626,0.007197344,0.001583812,0.0005951923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00294079,"about_ca_system_score_gemma":0.01840556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014159,"about_ca_topic_score_gemma":0.03073677,"domain_scores_codex":[0.9978543,0.0009947259,0.00005583155,0.00008037605,0.0001879191,0.0008268538],"domain_scores_gemma":[0.9898543,0.001997674,0.001298892,0.0003965061,0.001144134,0.005308514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003774174,0.0007825874,0.2584132,0.002072462,0.0001287652,0.008571764,0.1346157,0.002448646,0.006070633,0.1502346,0.04811172,0.3881724],"study_design_scores_gemma":[0.00004554342,0.0002880529,0.1970512,0.00199594,0.00007736549,0.0008811514,0.1726218,0.001303446,0.001130897,0.01536254,0.609149,0.00009305948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6844338,0.004040574,0.002141566,0.05302494,0.0003404799,0.0002243951,0.0001441831,0.0001142388,0.2555358],"genre_scores_gemma":[0.986336,0.001704595,0.00127922,0.001556171,0.00004986803,0.00004664873,0.00003137432,0.00001325238,0.008982952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014159,"threshold_uncertainty_score":0.04004872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009162923104754582,"score_gpt":0.210780694613243,"score_spread":0.2016177715084884,"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."}}