{"id":"W4306160680","doi":"10.3390/su142013142","title":"Sustainable Complete Streets Design Criteria and Case Study in Naples, Italy","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Context (archaeology); Urban design; Public space; Urban planning; Quality (philosophy); Set (abstract data type); Architectural engineering; Transport engineering; Space (punctuation); Environmental planning; Sustainable development; Computer science; Civil engineering; Engineering; Geography","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":[0.001425757,0.0001941702,0.0003167914,0.0002408638,0.0003047069,0.00007221173,0.0001531794,0.00003227218,0.0002425983],"category_scores_gemma":[0.0002085096,0.0002139855,0.00005068996,0.0006621011,0.00005678007,0.0001566392,0.0002337184,0.0002662207,7.593461e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265906,"about_ca_system_score_gemma":0.000121525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029505,"about_ca_topic_score_gemma":0.001452879,"domain_scores_codex":[0.9980433,0.0005903867,0.0003313553,0.0003520149,0.0001994204,0.0004835156],"domain_scores_gemma":[0.9991566,0.0001699596,0.00002591913,0.0003837306,0.0001616155,0.000102154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005684829,0.003370052,0.505568,0.002113436,0.000551132,0.1198488,0.06914093,0.2686236,0.0003404347,0.002385357,0.007549362,0.01994045],"study_design_scores_gemma":[0.00293147,0.001432879,0.04892904,0.000004754514,0.0001865905,0.0006626995,0.5064542,0.4173917,0.0000452351,0.01632363,0.004389455,0.001248397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949519,0.0002855231,0.003209279,0.0001073217,0.00003851798,0.001141194,0.00001217781,0.0001442634,0.0001098235],"genre_scores_gemma":[0.9990379,0.000001804194,0.0001411859,0.00001686816,0.00001500751,0.0002566311,0.000005619608,0.00002462717,0.0005003155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.456639,"threshold_uncertainty_score":0.9962955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150052037829322,"score_gpt":0.2486291868782959,"score_spread":0.2271286665000027,"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."}}