{"id":"W836547012","doi":"","title":"A Transformational Gallery for Ryerson University's Architecture School","year":2014,"lang":"en","type":"article","venue":"Planning for higher education","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Accreditation; Exhibition; Demolition; Design studio; Higher education; Sociology; Studio; Flexibility (engineering); Engineering; Architectural engineering; Management; Visual arts; Political science; Civil engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009003454,0.0001154974,0.00009781474,0.0001347468,0.0001387505,0.00002532907,0.00009889916,0.00007588119,0.00003078378],"category_scores_gemma":[0.00001597939,0.0001235241,0.00006781488,0.00006098913,0.00001304117,0.0001084433,0.000003045337,0.0001006693,0.000009225731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006579868,"about_ca_system_score_gemma":0.00005671817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004126089,"about_ca_topic_score_gemma":0.000001978496,"domain_scores_codex":[0.9995097,0.00001460595,0.00009520003,0.0001211041,0.00007956693,0.0001798419],"domain_scores_gemma":[0.9996077,0.0001497717,0.00002351207,0.00009445906,0.00004199812,0.00008249924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006469313,0.0002244826,0.0027211,0.001948803,0.0002758718,4.751063e-7,0.01470121,0.7002112,0.004634819,0.01651565,0.1866968,0.07142268],"study_design_scores_gemma":[0.0007935544,0.0000956685,0.01165577,0.00008695555,0.00005392777,0.000004652502,0.0001373955,0.02819991,0.0004441186,0.01034069,0.9478511,0.0003362857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05464976,0.0001809633,0.9341344,0.0005126427,0.00101293,0.0005372911,0.00004081092,0.0003013518,0.008629883],"genre_scores_gemma":[0.9709044,0.000002567717,0.02522743,0.0001823089,0.0007552053,0.00005992384,0.0002775014,0.00003455734,0.002556082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9162546,"threshold_uncertainty_score":0.5037166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741123353091385,"score_gpt":0.2375723419473707,"score_spread":0.2201611084164568,"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."}}