{"id":"W4415928101","doi":"10.1177/19375867251392051","title":"A Quarter Century of Evidence-Based Design and Restoring the Influence of Architects","year":2025,"lang":"en","type":"editorial","venue":"HERD Health Environments Research & Design Journal","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Architecture; Work (physics); Evidence-based design; Architectural design; Craft","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04324929,0.002596361,0.003438091,0.005999448,0.004520732,0.01803795,0.004694095,0.02154471,0.01401227],"category_scores_gemma":[0.1575489,0.001296646,0.002478804,0.00276243,0.01313402,0.009216143,0.004398166,0.02294277,0.004664359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005089126,"about_ca_system_score_gemma":0.01293889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282872,"about_ca_topic_score_gemma":0.01104776,"domain_scores_codex":[0.9713117,0.01079637,0.003113568,0.001864783,0.01189515,0.001018476],"domain_scores_gemma":[0.7580056,0.1840573,0.00415989,0.006485391,0.03930705,0.007984817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003913783,0.00001597399,0.00002682378,0.0007658037,0.00004216766,0.00006652657,0.0002053161,0.00004725437,0.000038955,0.005130258,0.9756242,0.01799761],"study_design_scores_gemma":[0.00004378903,0.00001649505,0.00007576262,0.001955888,0.00004850042,0.00006419474,0.0002489872,0.00008061213,0.00007241774,0.009030869,0.9883403,0.00002227355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005247609,0.02445306,0.0004652178,0.1060002,0.8667456,0.0000187919,0.0000298945,0.00004415653,0.002190737],"genre_scores_gemma":[0.001692608,0.02616909,0.0007186691,0.04855042,0.9147125,0.00005841376,0.00002392406,0.00008347785,0.007990899],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04324929,"threshold_uncertainty_score":0.2287269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923832220465087,"score_gpt":0.3732132771790267,"score_spread":0.180830055132518,"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."}}