{"id":"W4391783924","doi":"10.4324/9781003428725-5","title":"Global Campus Studio Productions (GCSP)","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Visual arts; Architectural engineering; Art; Computer graphics (images); Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003026117,0.0005550972,0.0001761039,0.0007257499,0.002287208,0.003629935,0.0004944795,0.0007545678,0.08090612],"category_scores_gemma":[0.000504416,0.0002615706,0.0002421432,0.001108112,0.001200736,0.001780606,0.002470049,0.001655375,0.01717672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878799,"about_ca_system_score_gemma":0.001532166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007739752,"about_ca_topic_score_gemma":0.04038327,"domain_scores_codex":[0.9997514,0.00004059453,0.000005620761,0.00004008782,0.000112607,0.00004973679],"domain_scores_gemma":[0.9998054,0.00004043378,0.000008881429,0.00002362836,0.00004699266,0.00007466488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001714609,0.00003540293,0.00038914,0.0002632643,0.000002426119,0.0002307734,0.005884659,0.000174321,0.0008717863,0.09727877,0.7309075,0.1639448],"study_design_scores_gemma":[7.853711e-7,0.000006366098,0.0002876766,0.00004614137,4.328727e-7,0.0001147884,0.0007497256,0.00002013135,0.0001218986,0.0006275966,0.9980226,0.0000018728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002964192,0.004328567,0.001710943,0.0009660225,0.0009685862,0.00005158475,0.0002214849,0.0003261821,0.9884623],"genre_scores_gemma":[0.02619463,0.004174821,0.002064713,0.0006449758,0.0002016119,0.00004536117,0.0003321714,0.0004095205,0.9659322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08090612,"threshold_uncertainty_score":0.270658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006723426209424007,"score_gpt":0.2094215125223312,"score_spread":0.2026980863129072,"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."}}