{"id":"W7093567081","doi":"","title":"9781000777116.pdf","year":2022,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Highlands and Islands Enterprise; Teagasc; Norges Forskningsråd; Queen's University Belfast; Queen's University; European Commission; School of Natural and Environmental Sciences, Newcastle University; Newcastle University","keywords":"Sustainability; Common Agricultural Policy; Corporate governance; Rural sociology; Government (linguistics); Rural management; CLARITY; Sustainable development; Agricultural policy; Rural area","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004362785,0.0006715216,0.0005617003,0.00142308,0.001069035,0.008314972,0.001128257,0.00175191,0.8985472],"category_scores_gemma":[0.002527196,0.0004729985,0.0005854337,0.002436947,0.0005548142,0.003550267,0.00280961,0.00156949,0.8602571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008279253,"about_ca_system_score_gemma":0.0007678999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002623717,"about_ca_topic_score_gemma":0.003350642,"domain_scores_codex":[0.999514,0.00004710674,0.00002813956,0.0000695838,0.0002823958,0.00005876516],"domain_scores_gemma":[0.9988514,0.000304804,0.0000535249,0.0001300085,0.0003981244,0.000262054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002402448,0.00001811292,0.0001015392,0.0001994371,0.000002207287,0.00005919726,0.0001002667,0.00005879493,0.0003312385,0.003896622,0.8492988,0.1459098],"study_design_scores_gemma":[0.000002234548,0.000005714876,0.000164759,0.00005953499,5.194982e-7,0.00003429358,0.00004573329,0.00001341668,0.00004699739,0.0002210359,0.9994026,0.000003034141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003260435,0.0009609729,0.0008707923,0.001009023,0.001609802,0.00005872687,0.002798062,0.001279957,0.9910867],"genre_scores_gemma":[0.0007863453,0.0008895517,0.0005247169,0.0003715899,0.0001609751,0.00003101727,0.001835739,0.0006527425,0.9947475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1014528,"threshold_uncertainty_score":0.1447101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167604588260422,"score_gpt":0.2163143259413461,"score_spread":0.2046382800587419,"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."}}