{"id":"W4385727433","doi":"10.3138/cpp.2022-060","title":"What Are Contemporary Rural Development Policies? A Pan-Canadian Content Analysis of Government Strategies, Plans, and Programs for Rural Areas","year":2023,"lang":"fr","type":"article","venue":"Canadian Public Policy","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Simon Fraser University; University of Victoria","funders":"","keywords":"Political science; Humanities; Rural development; Geography; Agriculture; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007662485,0.000461971,0.0007700559,0.0005492052,0.0006956099,0.001191593,0.0005397568,0.0003571344,0.000158426],"category_scores_gemma":[0.0002707746,0.0002851807,0.0002940692,0.003583558,0.0004924667,0.001081964,0.0001092026,0.0001734414,0.0000168932],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002716066,"about_ca_system_score_gemma":0.007008893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9339563,"about_ca_topic_score_gemma":0.9925234,"domain_scores_codex":[0.9961614,0.000143558,0.0007890334,0.000480788,0.0004734626,0.001951733],"domain_scores_gemma":[0.9965336,0.0001600691,0.0002978313,0.0001888978,0.000329057,0.002490511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003932233,0.00009338906,0.5784872,0.0002154245,0.001485594,0.00004397471,0.00261824,0.000003244225,0.00008694156,0.04902934,0.02872038,0.3391769],"study_design_scores_gemma":[0.0002493493,0.0001015068,0.6776595,0.0001009894,0.00007306481,0.000003452548,0.06407978,0.0001022161,0.00001021601,0.0007293564,0.2564984,0.0003921796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8480191,0.002508057,7.969419e-7,0.1438854,0.0004534494,0.001307635,0.002822129,0.00004499171,0.0009584285],"genre_scores_gemma":[0.9812204,0.0005714736,0.00001774413,0.001535105,0.0002179686,0.0002261145,0.002070204,0.000007637832,0.01413337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3387847,"threshold_uncertainty_score":0.99996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06688677735314742,"score_gpt":0.2558804413647028,"score_spread":0.1889936640115554,"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."}}