{"id":"W4417461893","doi":"10.3390/f16121874","title":"Spatial Visibility in Urban Parks and Social Functions: A Multimodal Correlational Study","year":2025,"lang":"en","type":"article","venue":"Forests","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; University of British Columbia","funders":"","keywords":"Space syntax; Visibility; Openness to experience; Social relation; Multimodality; Pairwise comparison; Boundary (topology)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002042337,0.00006873319,0.00009327505,0.0000375141,0.0001555951,0.00001350544,0.00005455034,0.00005069614,0.0003716535],"category_scores_gemma":[0.00001892163,0.00006572087,0.00001791034,0.0001414282,0.00008552178,0.00009168508,0.00009340407,0.0001248078,0.00006873806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304723,"about_ca_system_score_gemma":0.00002401374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01011389,"about_ca_topic_score_gemma":0.337787,"domain_scores_codex":[0.9992878,0.00005119028,0.0001422931,0.0002296126,0.0001403577,0.0001487862],"domain_scores_gemma":[0.9998061,0.0000413599,0.00002803111,0.00008983709,0.000003864851,0.00003080347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005148174,0.0002262066,0.9914834,0.000003527677,0.000003433712,0.000001758202,0.001044079,0.00005550492,0.000003138952,0.00007353161,0.003601404,0.003452498],"study_design_scores_gemma":[0.0007195753,0.00007899325,0.9932243,0.000003379147,0.000005957687,2.425542e-7,0.0002492462,0.00438143,3.10046e-7,0.000467346,0.00081291,0.00005632113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997387,0.0000163371,0.0006059614,0.0003485524,0.0001042592,0.0003772938,0.00000635514,0.00001561965,0.001138611],"genre_scores_gemma":[0.9985142,4.806491e-7,0.00005137541,0.0001115418,0.0000373687,0.00002966195,0.000008521007,0.000003097131,0.001243788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3276731,"threshold_uncertainty_score":0.9964778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111852749482746,"score_gpt":0.2726145964958357,"score_spread":0.2614960690010082,"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."}}