{"id":"W7047317393","doi":"","title":"The Global EcoDesign Charrette in Action: Exploring Ecoscenography in Performance Design Education","year":2023,"lang":"en","type":"other","venue":"QUT ePrints (Queensland University of Technology)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecodesign; Foregrounding; Sustainability; Curriculum; Design education; Sustainable design; Environmental education; Product (mathematics); Product design","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000193989,0.0001433921,0.0001948998,0.0006769592,0.00007872703,0.000009718769,0.000470757,0.0001430658,0.006342273],"category_scores_gemma":[0.000007039416,0.000144577,0.0000497756,0.0008102079,0.0001395382,0.00002336685,0.000172892,0.0003156483,0.0001005393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004789243,"about_ca_system_score_gemma":0.0001703527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003452203,"about_ca_topic_score_gemma":0.005183556,"domain_scores_codex":[0.9991564,0.00004626043,0.0001371871,0.0002754976,0.0001363343,0.0002483861],"domain_scores_gemma":[0.9994095,0.00003485225,0.0001329849,0.0003618269,0.00003125452,0.00002956609],"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":[0.00004238332,0.0001078262,0.292137,0.00003826986,0.00004587744,0.000004890994,0.00003822666,0.00001036557,0.00001041178,0.002662309,0.02596916,0.6789333],"study_design_scores_gemma":[0.0009131307,0.00006715121,0.1615931,0.0004993917,0.00001963519,4.461263e-7,0.002563918,0.0003171184,0.0001350726,0.0007401794,0.8328466,0.0003043043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1559973,0.0001861984,0.001344705,0.003503123,0.0006126511,0.001860114,0.00004403985,0.0004471338,0.8360048],"genre_scores_gemma":[0.3489404,0.008714389,0.004011152,0.00001650099,0.0002766912,0.000113556,0.00004203076,0.0003397224,0.6375456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8068774,"threshold_uncertainty_score":0.9945661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203122571574574,"score_gpt":0.2486107691726386,"score_spread":0.2165795434568928,"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."}}