{"id":"W7071776921","doi":"","title":"Sustainable Futures: Learning from Copenhagen","year":2025,"lang":"en","type":"article","venue":"Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Bevica Fonden; Realdania","keywords":"Futures contract; Government (linguistics); Architecture; Action (physics); Plan (archaeology); Sustainable development","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004107084,0.001599559,0.002047279,0.001584811,0.001061804,0.0004596852,0.001677111,0.000864008,0.0004201696],"category_scores_gemma":[0.002665131,0.001382863,0.0004822044,0.001971039,0.0009011573,0.0005238423,0.0004947057,0.003333724,0.00002076584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267701,"about_ca_system_score_gemma":0.001100872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006288084,"about_ca_topic_score_gemma":0.00001938925,"domain_scores_codex":[0.9903466,0.002337386,0.00280843,0.001551126,0.00135438,0.00160214],"domain_scores_gemma":[0.9910834,0.005065646,0.001360369,0.001046276,0.0006627424,0.0007814969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00439535,0.0002922911,0.004238002,0.001779369,0.002010355,0.00004364271,0.001721148,0.7958506,0.06912867,0.008688103,0.07551015,0.0363423],"study_design_scores_gemma":[0.01758854,0.003257134,0.06651611,0.004885276,0.00297164,0.0002074202,0.005345458,0.2117922,0.2915159,0.3279716,0.06188101,0.006067712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09709087,0.008269303,0.8844224,0.004149063,0.0002081286,0.004451856,0.00005745664,0.0005090231,0.0008418892],"genre_scores_gemma":[0.7875155,0.001170604,0.2030802,0.003524679,0.0003496893,0.0006558526,0.000108884,0.0002946226,0.003300024],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6904246,"threshold_uncertainty_score":0.9996752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720223468797797,"score_gpt":0.2427177123704932,"score_spread":0.2255154776825152,"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."}}