{"id":"W3137921820","doi":"10.1108/arch-09-2020-0176","title":"Assessing the post-occupancy performance of educational design/build: the thinking while doing initiative","year":2021,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Post-occupancy evaluation; Context (archaeology); Scholarship; Originality; Curriculum; Psychology; Pedagogy; Sociology; Public relations; Political science; Qualitative research; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.004895638,0.0001217211,0.0001758719,0.0002588652,0.001179092,0.000433287,0.001707332,0.00004163753,0.000675789],"category_scores_gemma":[0.002781923,0.00007151745,0.0001702153,0.0003942107,0.0009216781,0.0006242684,0.0003483802,0.0009199966,0.00001364389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225748,"about_ca_system_score_gemma":0.002377492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002236877,"about_ca_topic_score_gemma":0.0001249758,"domain_scores_codex":[0.9938193,0.00153025,0.0005535861,0.0001758336,0.003521501,0.0003995285],"domain_scores_gemma":[0.9903783,0.007066241,0.0004005117,0.0001853007,0.001853054,0.0001165438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006287923,0.0009807738,0.437448,0.00006540406,0.00172863,0.0001114557,0.2053232,0.01070613,0.006085258,0.1362081,0.004192286,0.1965219],"study_design_scores_gemma":[0.0007468284,0.0003071861,0.8820679,0.0005775765,0.00004147358,0.0002479734,0.04240867,0.0002796634,0.002159501,0.02735976,0.04352743,0.0002760123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8956404,0.000773099,0.0004887771,0.09290666,0.0008341239,0.0002143635,0.000008867152,0.000004178199,0.009129471],"genre_scores_gemma":[0.991443,0.0006103012,0.005687484,0.000554654,0.001079372,0.00001231937,0.000008037873,0.00001155223,0.0005932419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4446199,"threshold_uncertainty_score":0.9068744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065371870295678,"score_gpt":0.4675228402609198,"score_spread":0.3609856532313521,"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."}}