{"id":"W2272822021","doi":"","title":"\"From Policy to Research and Back Again\": Experiences From A Rural Research Institute","year":2012,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Political science; Sociology; Public administration; Economic growth; Economics","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":[0.05846455,0.0007974401,0.001486419,0.001448536,0.07756,0.03157534,0.007403386,0.01613809,0.008682505],"category_scores_gemma":[0.04835774,0.001597844,0.001050438,0.003361096,0.03987162,0.0115135,0.04693732,0.03724774,0.001242473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02204086,"about_ca_system_score_gemma":0.1064822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02929021,"about_ca_topic_score_gemma":0.07863747,"domain_scores_codex":[0.9237396,0.05361743,0.001030723,0.002208808,0.003921099,0.01548228],"domain_scores_gemma":[0.9297631,0.02805044,0.004009442,0.002703203,0.00434795,0.03112584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002236385,0.000745717,0.004290519,0.0004762586,0.00005614398,0.005651834,0.8560112,0.0003926738,0.002594444,0.06028315,0.04487781,0.02439668],"study_design_scores_gemma":[0.00004383759,0.0002167205,0.002044394,0.0003046714,0.00002518755,0.0005364385,0.7970347,0.00009457476,0.000617895,0.004002762,0.1950096,0.00006921521],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4403589,0.005096077,0.003664558,0.4718589,0.002126964,0.0005702195,0.0001610404,0.0002146664,0.07594875],"genre_scores_gemma":[0.8552451,0.003820448,0.004049619,0.0906499,0.0005083375,0.0004633337,0.00008813588,0.0002785728,0.0448966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07756,"threshold_uncertainty_score":0.3091938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2816246796674598,"score_gpt":0.495685897326886,"score_spread":0.2140612176594262,"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."}}