{"id":"W4382395001","doi":"10.32920/23593437.v1","title":"Architectural metrics - developing design analysis tools for post-occupancy evaluations","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupancy; Post-occupancy evaluation; Computer science; Architectural design; Architectural engineering; Engineering; Geography; Architecture","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":[0.01795254,0.003181467,0.001149814,0.006738693,0.001413851,0.008845202,0.002777983,0.001505562,0.008590755],"category_scores_gemma":[0.06413557,0.001677029,0.001882468,0.004103225,0.001555451,0.008050427,0.0039662,0.002998669,0.002545926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003706425,"about_ca_system_score_gemma":0.007672418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457469,"about_ca_topic_score_gemma":0.01723446,"domain_scores_codex":[0.9807456,0.007479266,0.001764196,0.0009312305,0.008185741,0.0008939592],"domain_scores_gemma":[0.9588086,0.01825581,0.003671664,0.005866184,0.01251556,0.0008821676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002419256,0.0006100254,0.01226714,0.001666763,0.0003129215,0.000223399,0.004476563,0.08454385,0.009002069,0.1261838,0.04794199,0.7125296],"study_design_scores_gemma":[0.0001946043,0.000652144,0.01029939,0.002080369,0.0002411656,0.0002659545,0.004709148,0.5856515,0.02581703,0.2000396,0.1697915,0.0002575154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01135991,0.0003408974,0.9580405,0.0009992681,0.0001401402,0.0008557483,0.002158645,0.0149236,0.01118131],"genre_scores_gemma":[0.07123189,0.0002798761,0.9166206,0.0001135719,0.00003252267,0.001115666,0.004105296,0.002909003,0.003591672],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01795254,"threshold_uncertainty_score":0.09494328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9405466563532671,"score_gpt":0.7665722221395924,"score_spread":0.1739744342136746,"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."}}