{"id":"W4230767773","doi":"10.32920/ryerson.14654733","title":"Feng Shui: A Qualitative Approach To Healthcare Design","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"University of Toronto","keywords":"Architecture; Phenomenology (philosophy); Materiality (auditing); Sociology; Context (archaeology); Architectural engineering; Engineering; Engineering ethics; Aesthetics; Epistemology; Visual arts; Geography; Art","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000231892,0.0002687044,0.0004330441,0.00003982427,0.0003824216,0.000471425,0.0001952263,0.00008828697,0.0008841757],"category_scores_gemma":[0.00002764729,0.0001703521,0.0001525446,0.00002748532,0.00005637694,0.00006732737,0.0004733507,0.0003108843,0.0000939805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005620592,"about_ca_system_score_gemma":0.0000669697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922887,"about_ca_topic_score_gemma":0.003199103,"domain_scores_codex":[0.9985467,0.0002490339,0.0002547964,0.0004596313,0.0002229719,0.0002668649],"domain_scores_gemma":[0.9992151,0.00007304278,0.00006804852,0.0002250971,0.000320639,0.00009805101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001248298,0.00006284547,0.000002821821,0.0001959033,0.0001782071,0.000002744403,0.8519543,0.00004245452,0.000001672472,0.09666079,0.04991736,0.0009684403],"study_design_scores_gemma":[0.0001355035,0.00007943787,0.00001768475,0.0001450123,0.00004644192,8.793938e-7,0.8784658,0.00004304391,0.00004299809,0.003925923,0.1165775,0.0005198045],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0106416,0.008851712,0.007958344,0.01328113,0.001612795,0.001811548,0.0001407023,0.0004375516,0.9552646],"genre_scores_gemma":[0.8912946,0.0002556375,0.007216712,0.0041718,0.001414438,0.0006342712,0.0002736065,0.00004187495,0.09469708],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.880653,"threshold_uncertainty_score":0.9681104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3009200327139822,"score_gpt":0.3455579381562719,"score_spread":0.04463790544228968,"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."}}