{"id":"W4415586002","doi":"10.21083/crrf.v31i1.7352","title":"What’s The Evidence on Evidence-based Policy? Reflections on Knowledge Mobilization in Provincial Rural Policy","year":2023,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mobilization; Public policy; Rural area; Rural management; Presentation (obstetrics); Evidence-based policy; Process (computing); Policy learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00350143,0.0004302239,0.0004062976,0.002295856,0.002787731,0.001758924,0.001180733,0.0003728918,0.0001091713],"category_scores_gemma":[0.01297603,0.0003341364,0.0002645418,0.01440953,0.0006628748,0.003510495,0.00008228275,0.0004145807,0.000350387],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006867725,"about_ca_system_score_gemma":0.01261052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3003505,"about_ca_topic_score_gemma":0.4157869,"domain_scores_codex":[0.9957157,0.0004853248,0.001190169,0.0005226329,0.001196361,0.000889751],"domain_scores_gemma":[0.9954771,0.0007541814,0.001174964,0.0004252758,0.001757039,0.0004114315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001101505,0.0001606401,0.02913335,0.0007295388,0.00004094112,1.941698e-7,0.08312702,0.002209945,0.001097016,0.8582541,0.01340213,0.01173492],"study_design_scores_gemma":[0.00248405,0.002168378,0.2908775,0.09964088,0.0004729457,0.0000144025,0.2989169,0.01124409,0.004965352,0.04214973,0.2433708,0.003694991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5687524,0.0008474629,0.0000153657,0.4017788,0.006912717,0.007319643,0.00004851398,0.0001865157,0.01413849],"genre_scores_gemma":[0.9857042,0.003031146,0.000004299118,0.002268349,0.002594248,0.0003542625,0.00003641874,0.00005501856,0.00595209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8161044,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120826257074748,"score_gpt":0.4179885108027342,"score_spread":0.2971622537279862,"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."}}