{"id":"W4413838704","doi":"10.24908/iqurcp19841","title":"From Policy to Practice: Barriers in Social Prescribing between the UK and Canada","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SR Research (Canada)","funders":"","keywords":"Political science; Public relations; Sociology; Public administration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07125635,0.0004815714,0.003050097,0.00475571,0.0123784,0.01887952,0.004597749,0.003957334,0.004776088],"category_scores_gemma":[0.2387546,0.0008264746,0.001977259,0.01193362,0.01243451,0.008067271,0.009559792,0.005390312,0.0002581949],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2162283,"about_ca_system_score_gemma":0.562736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780346,"about_ca_topic_score_gemma":0.9827685,"domain_scores_codex":[0.8858812,0.04676706,0.0151344,0.00595922,0.03408641,0.01217161],"domain_scores_gemma":[0.7492758,0.1394265,0.01903907,0.006106417,0.06556469,0.02058753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001396738,0.0002535839,0.08080988,0.08822739,0.002330326,0.002326019,0.2554897,0.001295821,0.0006261901,0.1118712,0.0930426,0.3623306],"study_design_scores_gemma":[0.0005769851,0.0003401082,0.1555834,0.2483301,0.002540554,0.0007974402,0.2558815,0.001435851,0.0008069917,0.02348313,0.3095142,0.0007097255],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1345672,0.3220773,0.002649704,0.4770021,0.002348249,0.001424222,0.002838371,0.0001163468,0.05697655],"genre_scores_gemma":[0.8325464,0.1093698,0.005292301,0.04761043,0.000247943,0.001287723,0.0007317298,0.0001007294,0.002813111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7837717,"threshold_uncertainty_score":0.9090641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042669731509264,"score_gpt":0.4004409861595483,"score_spread":0.2961740130086219,"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."}}