{"id":"W2261780023","doi":"","title":"Introduction: From Rural Research to Policy and Back Again","year":2012,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Alberta","funders":"","keywords":"Political science; Regional science; Economics; Public administration; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002602323,0.0001282124,0.0002225163,0.00007457475,0.0008316707,0.0001041418,0.0002588862,0.00006549706,0.0002214949],"category_scores_gemma":[0.0002838715,0.00005161306,0.00003493346,0.0004772782,0.0001005611,0.0003449515,0.0003952953,0.0006175927,0.00003274607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540998,"about_ca_system_score_gemma":0.00005520214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000687604,"about_ca_topic_score_gemma":0.0001310606,"domain_scores_codex":[0.998189,0.0006557772,0.0003698419,0.00005747209,0.0003402554,0.000387651],"domain_scores_gemma":[0.9987756,0.0004157026,0.00009008167,0.00006277501,0.0002902469,0.0003655778],"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":[0.0002161919,0.0003143985,0.09929906,0.00002187775,0.0000621322,0.000001760116,0.01540648,4.695358e-7,0.01725359,0.000364205,0.01125727,0.8558025],"study_design_scores_gemma":[0.0001296599,0.0001869639,0.7797849,0.00003579462,0.000003013012,0.00003133413,0.0295768,2.800654e-7,0.001199028,0.001074909,0.1878479,0.0001294293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789597,0.0004001849,0.000001628375,0.02004849,0.0001364312,0.0001162624,0.000002341839,0.00000702809,0.0003279627],"genre_scores_gemma":[0.9966048,0.0001864217,0.0007838366,0.0002554997,0.001043373,0.000003206398,0.00001298785,9.257498e-7,0.00110893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8556731,"threshold_uncertainty_score":0.6396622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703791661891343,"score_gpt":0.2975782909706032,"score_spread":0.2505403743516897,"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."}}