{"id":"W4399799988","doi":"10.21606/drs.2024.169","title":"Pluriversal Design as a Paradigm","year":2024,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01715714,0.001184453,0.0006592476,0.001915184,0.008679206,0.02208641,0.003388762,0.00552955,0.01499771],"category_scores_gemma":[0.01101201,0.0006969948,0.001326514,0.002005593,0.03305496,0.02450207,0.0131322,0.006215894,0.003601693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009479801,"about_ca_system_score_gemma":0.008780582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722611,"about_ca_topic_score_gemma":0.002436392,"domain_scores_codex":[0.9778926,0.01425433,0.0009185976,0.002376671,0.003524581,0.00103324],"domain_scores_gemma":[0.989141,0.005191423,0.0004911084,0.002458166,0.001580575,0.001137803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003553372,0.000005685485,0.00003631609,0.00003633202,0.000001461506,0.00001994355,0.002455502,0.0001136471,0.00005521447,0.9895934,0.002408832,0.005270171],"study_design_scores_gemma":[0.000008696067,0.00001645008,0.00003862153,0.0001796007,0.000004704599,0.0001124615,0.001966774,0.000652803,0.0002631576,0.5454952,0.4512485,0.00001304052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007827121,0.004772767,0.2824987,0.03259828,0.002221163,0.0002276625,0.0001450188,0.0005509043,0.6691583],"genre_scores_gemma":[0.498882,0.007640711,0.2296878,0.009997684,0.00147391,0.001658874,0.000531493,0.001692731,0.2484348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02208641,"threshold_uncertainty_score":0.09073669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009684688043355733,"score_gpt":0.1929809491305759,"score_spread":0.1832962610872202,"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."}}