{"id":"W4384937726","doi":"10.1177/27541258231187374","title":"Dracula urbanism and smart cities in style and substance","year":2023,"lang":"en","type":"article","venue":"Dialogues in Urban Research","topic":"Memory, Trauma, and Commemoration","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dracula; Urbanism; Constructive; Urbanization; Sociology; CLARITY; Aesthetics; Cornerstone; Urban theory; History; Media studies; Environmental ethics; Architecture; Art; Art history; Visual arts; Engineering; Philosophy; Civil engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002003119,0.0001111281,0.0001937914,0.0006099218,0.0001092128,0.00007814884,0.000174661,0.0001366454,0.00009625441],"category_scores_gemma":[0.0001173832,0.000114318,0.00001652182,0.0007733802,0.0003402618,0.0001099075,0.00008066397,0.0004666032,0.0001663109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004441795,"about_ca_system_score_gemma":0.00002766971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008973695,"about_ca_topic_score_gemma":0.004798939,"domain_scores_codex":[0.9979385,0.0005907133,0.0002346507,0.0003991267,0.0002981239,0.0005389155],"domain_scores_gemma":[0.9989194,0.0006235464,0.00002273454,0.0002979211,0.00005463928,0.00008174318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002226127,0.000140391,0.838038,0.0000900568,0.00001885332,0.0003670203,0.06431296,0.000002099405,0.0004670597,0.03153293,0.05207906,0.01272893],"study_design_scores_gemma":[0.001187576,0.0001405316,0.9707003,0.00005371723,0.00000189422,0.000005606657,0.006759803,0.0002204097,0.0001174795,0.01231465,0.008326368,0.0001716843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97394,0.002090812,0.000005380141,0.0005851911,0.0002257455,0.0003153051,0.00001495586,0.00005008596,0.0227725],"genre_scores_gemma":[0.9926916,0.00036935,0.00003145718,0.00006812779,0.0001236245,0.0001515035,0.00005954213,0.00002044352,0.00648435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1326623,"threshold_uncertainty_score":0.4661753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146897659733211,"score_gpt":0.3906392883657733,"score_spread":0.2437416286325622,"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."}}