{"id":"W4395675039","doi":"10.18280/ijsse.140227","title":"The Role of Safety and Security in Achieving Urban Space Vitality","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitality; Space (punctuation); Occupational safety and health; Risk analysis (engineering); Computer security; Computer science; Environmental planning; Environmental health; Environmental science; Business; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001169644,0.00006810203,0.0001182545,0.0001047094,0.0000856683,0.000135608,0.0002346707,0.00003819029,0.000008538307],"category_scores_gemma":[0.0001561346,0.00005296513,0.00005000492,0.0001223166,0.0001147953,0.000392954,0.00009069876,0.0002123425,3.453029e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000610455,"about_ca_system_score_gemma":0.00003503769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001376483,"about_ca_topic_score_gemma":0.0002611314,"domain_scores_codex":[0.9990808,0.00004740086,0.000303986,0.00008674137,0.0003570621,0.0001240364],"domain_scores_gemma":[0.9995027,0.0002531493,0.00007790385,0.00004173196,0.0000690038,0.00005555538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003304489,0.00007479561,0.01866473,0.0001391842,0.000264225,0.00008067631,0.08138604,0.001566965,0.0006480842,0.857145,0.00007684423,0.03962299],"study_design_scores_gemma":[0.001098028,0.0001246197,0.0827286,0.001817068,0.00006926218,0.00006437725,0.03224206,0.05042114,0.0002947656,0.032655,0.7980047,0.0004803528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577143,0.0160531,0.001617524,0.007669893,0.001648151,0.0001618391,0.00002008595,0.00002996331,0.01508521],"genre_scores_gemma":[0.995066,0.004622347,0.00004177628,0.00000991463,0.0001952223,3.123699e-7,5.007702e-7,0.00000376938,0.00006012437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.82449,"threshold_uncertainty_score":0.2159855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003678469182298778,"score_gpt":0.2426911629946155,"score_spread":0.2390126938123167,"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."}}