{"id":"W4415036706","doi":"10.1016/j.ufug.2025.129111","title":"Stakeholder feedback on perspective renderings indicate broad support for no-mow management of campus greenspaces","year":2025,"lang":"en","type":"article","venue":"Urban forestry & urban greening","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Stakeholder; Perspective (graphical); Demographics; Thematic analysis; Biodiversity; Space (punctuation); Thematic map","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.008649999,0.0006484035,0.0003674249,0.0009373781,0.003353498,0.002584111,0.0005427705,0.001197265,0.01069907],"category_scores_gemma":[0.02723598,0.0002153172,0.0005114209,0.0008621748,0.001763128,0.002485169,0.003607739,0.002001492,0.00117101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781823,"about_ca_system_score_gemma":0.001411416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926846,"about_ca_topic_score_gemma":0.007833187,"domain_scores_codex":[0.9938001,0.003789882,0.0002116634,0.0003584819,0.001327052,0.0005127094],"domain_scores_gemma":[0.9770642,0.01459435,0.001072111,0.001075962,0.0042582,0.001935164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004697382,0.0002357661,0.03968098,0.001282383,0.00003447066,0.002363621,0.76711,0.0008361806,0.02885577,0.004668095,0.01497149,0.1394915],"study_design_scores_gemma":[0.00003306582,0.0005811044,0.03003902,0.0004216485,0.00003771945,0.0006538618,0.8089768,0.001609116,0.003483399,0.001789949,0.1522506,0.000123647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290137,0.0003428025,0.01356821,0.004418924,0.0003446119,0.0003471551,0.0005632772,0.0002902781,0.05111115],"genre_scores_gemma":[0.9874017,0.0002625986,0.004467575,0.0009336929,0.00004641741,0.0001622186,0.0001650445,0.0001249584,0.006435944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069907,"threshold_uncertainty_score":0.04574615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415057675422829,"score_gpt":0.2656510150137889,"score_spread":0.2415004382595606,"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."}}