{"id":"W3118352855","doi":"10.1108/arch-08-2020-0173","title":"Next time, with empathy: revisiting the studio pedagogy for transitional housing for refugees","year":2021,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Algonquin College","funders":"","keywords":"Studio; Originality; Empathy; Refugee; Value (mathematics); Design studio; Pedagogy; Design thinking; Psychology; Sociology; Mathematics education; Computer science; Creativity; Social psychology; Political science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002038392,0.0002185875,0.0003630741,0.000389255,0.001340653,0.0004016302,0.0007958912,0.00004848212,0.0003550912],"category_scores_gemma":[0.0009439914,0.000142328,0.0004037629,0.00009588942,0.0009198861,0.0002886603,0.00009877006,0.0007916016,0.000008259074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537778,"about_ca_system_score_gemma":0.001004207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004154144,"about_ca_topic_score_gemma":0.0004583276,"domain_scores_codex":[0.9965239,0.0004350837,0.0006036021,0.000293443,0.001574248,0.0005697784],"domain_scores_gemma":[0.9929175,0.003072664,0.0002907627,0.0001789059,0.003385041,0.0001550602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009879556,0.0003638889,0.000147927,0.0003171655,0.002782716,0.0007210987,0.2469603,0.002643984,0.009801514,0.1782251,0.01260018,0.5355565],"study_design_scores_gemma":[0.003026579,0.001360341,0.0004172963,0.0006348253,0.0001186071,0.0006139786,0.01157465,0.0009883021,0.001299029,0.06093674,0.9185521,0.0004775509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098808,0.005039723,0.02407077,0.04693232,0.001832382,0.001803478,0.0006085069,0.00008099338,0.009751061],"genre_scores_gemma":[0.9786212,0.00008651889,0.005633404,0.0005772483,0.01151417,0.00007230972,0.00007856443,0.00006574782,0.003350874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9059519,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08427411643800167,"score_gpt":0.3799100251445708,"score_spread":0.2956359087065691,"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."}}