{"id":"W4408471193","doi":"10.21083/ruralreview.v6i1.6934","title":"From Wineries to Wedding Barns: Planning for On-Farm Diversification to Balance Agricultural Viability, Farmland Preservation, and Rural Economic Development","year":2022,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Diversification (marketing strategy); Agriculture; Balance (ability); Business; Agricultural economics; Rural development; Agricultural development; Agricultural science; Agroforestry; Geography; Natural resource economics; Economics; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001515918,0.0002203144,0.0001856025,0.0007342558,0.003347476,0.003188857,0.0009527671,0.0007678311,0.004890806],"category_scores_gemma":[0.001992953,0.0001676117,0.0001869019,0.002160494,0.003238217,0.001043529,0.001335741,0.001034831,0.0003333178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05141453,"about_ca_system_score_gemma":0.1122583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9236676,"about_ca_topic_score_gemma":0.9796102,"domain_scores_codex":[0.9990616,0.0002609096,0.0000254254,0.00005812421,0.000318703,0.0002752605],"domain_scores_gemma":[0.9984972,0.0002276151,0.0001671066,0.0000304302,0.0005973433,0.0004803273],"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":[0.0001262016,0.00008270072,0.02110489,0.0103321,0.00007388005,0.0008971801,0.03091426,0.001470999,0.001045675,0.1270453,0.2440447,0.562862],"study_design_scores_gemma":[0.00001570942,0.00004105641,0.04002163,0.004579554,0.0000510369,0.0001467951,0.02384515,0.0002264622,0.0002116367,0.004022656,0.9268184,0.000019898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08017859,0.4477041,0.002141855,0.151958,0.001500871,0.0002576767,0.0007683719,0.00005046856,0.3154401],"genre_scores_gemma":[0.5645328,0.3729509,0.003041222,0.006076463,0.0002244829,0.00006745922,0.0004456327,0.00003649711,0.05262447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07633239,"threshold_uncertainty_score":0.3730403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491181283913506,"score_gpt":0.2550203274375853,"score_spread":0.2301085145984502,"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."}}