{"id":"W4410037838","doi":"10.3390/buildings15091528","title":"“True” Accessibility Barriers of Heritage Buildings","year":2025,"lang":"en","type":"article","venue":"Buildings","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Accessibility Standards Canada; McMaster University","keywords":"Architectural engineering; Construction engineering; Engineering; Forensic engineering; Computer science","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":[0.005146067,0.000158474,0.0002059261,0.001108057,0.001889436,0.002797846,0.0007361756,0.0004873879,0.002100368],"category_scores_gemma":[0.02274557,0.0002251528,0.0002565347,0.0009055863,0.003370869,0.003552608,0.003588967,0.000883252,0.0001781702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600396,"about_ca_system_score_gemma":0.002647345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007829175,"about_ca_topic_score_gemma":0.01340087,"domain_scores_codex":[0.9912905,0.004324108,0.0008128498,0.0004067644,0.002547675,0.0006181948],"domain_scores_gemma":[0.9792701,0.01179236,0.003994762,0.001292027,0.002953519,0.0006972675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001007015,0.00009000071,0.1905024,0.002661216,0.00008879851,0.001891252,0.513873,0.0009140298,0.005289588,0.05630723,0.00443641,0.2238454],"study_design_scores_gemma":[0.000008197255,0.0001481633,0.2278262,0.002969037,0.00007929681,0.003578381,0.6407723,0.00104523,0.003354104,0.01522399,0.104887,0.0001080989],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642538,0.002097315,0.005819657,0.003121714,0.00005608742,0.00005757755,0.00009650797,0.0000311928,0.02446613],"genre_scores_gemma":[0.9975492,0.0006749108,0.001079233,0.000141269,0.00000645104,0.00001311242,0.00002431274,0.000005777466,0.0005057838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007829175,"threshold_uncertainty_score":0.02721536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490495495412021,"score_gpt":0.2622726585623704,"score_spread":0.2173677036082502,"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."}}