{"id":"W4415586602","doi":"10.21083/crrf.v29i1.7722","title":"What Makes Good Provincial Rural Policy?","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Government (linguistics); Rural development; Investment (military); Public policy; Rural area; Rural management; Intervention (counseling)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.02015711,0.0005686095,0.001270821,0.002904712,0.01800403,0.0210159,0.002319799,0.003981423,0.007464843],"category_scores_gemma":[0.05779967,0.0007035499,0.0007827246,0.006017575,0.01811609,0.00700496,0.003614289,0.006376546,0.001366532],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1666277,"about_ca_system_score_gemma":0.4409332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9713041,"about_ca_topic_score_gemma":0.9771835,"domain_scores_codex":[0.9773415,0.006547485,0.0006073884,0.001233196,0.007981195,0.006289346],"domain_scores_gemma":[0.9570728,0.006518312,0.001633274,0.001724686,0.02161236,0.01143865],"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":[0.0001841883,0.0002455672,0.04154075,0.00266597,0.0002716822,0.0005599693,0.02032845,0.003459959,0.0009209574,0.3363303,0.4040656,0.1894266],"study_design_scores_gemma":[0.00008966124,0.00008083272,0.05477465,0.004065739,0.0002275817,0.0002036402,0.04771694,0.001771466,0.000826398,0.09401408,0.7960003,0.0002286649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01735431,0.01610662,0.003829352,0.8654484,0.002943756,0.0002088773,0.001021326,0.0003582474,0.09272914],"genre_scores_gemma":[0.7985095,0.03265376,0.02239149,0.1019603,0.001200762,0.0003054068,0.001215943,0.0005437351,0.04121903],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1666277,"threshold_uncertainty_score":0.9665937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0083622656000761,"score_gpt":0.2336713311543838,"score_spread":0.2253090655543077,"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."}}