{"id":"W4416958398","doi":"10.48044/jauf.2025.034","title":"Students as Researchers: An Inquiry into University Courtyards as Diverse and Inclusive Areas for Social Connection and Wellbeing","year":2025,"lang":"en","type":"article","venue":"Arboriculture & Urban Forestry","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western Forest Products; University of British Columbia","funders":"Universidad Politécnica de Madrid","keywords":"Loneliness; Mental health; Feeling; Social isolation; Value (mathematics); Social life; University campus; Social relation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01560948,0.0006659634,0.0008562376,0.002476726,0.01984216,0.01472493,0.003146721,0.002857391,0.002772407],"category_scores_gemma":[0.01771149,0.000929528,0.0005631147,0.002035041,0.01843973,0.007630517,0.01565001,0.005178101,0.0002733243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007016033,"about_ca_system_score_gemma":0.008092429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164893,"about_ca_topic_score_gemma":0.02760507,"domain_scores_codex":[0.9774886,0.01680124,0.0006344139,0.00119323,0.001755615,0.002126917],"domain_scores_gemma":[0.9814953,0.008892348,0.001981725,0.0009760733,0.001402171,0.005252398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001222036,0.0001156329,0.007410594,0.0000559149,0.000004812685,0.0004169237,0.983132,0.00002769044,0.0003369396,0.00254874,0.000415683,0.00552286],"study_design_scores_gemma":[0.000001610224,0.00003573203,0.002023501,0.00004425482,0.000002283647,0.00008577393,0.9925235,0.00004892707,0.00005510654,0.0002621125,0.004909656,0.000007421185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920987,0.0003118731,0.0009367965,0.00245252,0.00004549988,0.00008204808,0.0000153266,0.0000120706,0.004045109],"genre_scores_gemma":[0.9977241,0.0002535645,0.0007339022,0.0003769558,0.00001408566,0.0000691684,0.000007423946,0.000009062258,0.000811737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984216,"threshold_uncertainty_score":0.08255178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087572446743444,"score_gpt":0.3366335992141248,"score_spread":0.3157578747466904,"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."}}