{"id":"W6893241352","doi":"10.5281/zenodo.15737964","title":"Exploring the Role of Commercial Streets: Characteristics Influencing Sense of Place and Design Principles for Successful Placemaking","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Sense of place; Bazaar; Place attachment; Perception; Character (mathematics); Sense of community; Urban design","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002103466,0.0002471047,0.0001513453,0.001005642,0.002143815,0.004710207,0.0006583645,0.000490189,0.005851463],"category_scores_gemma":[0.004580347,0.0002023863,0.0002763012,0.001039889,0.003830503,0.002778522,0.002272017,0.000521595,0.0003226711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145752,"about_ca_system_score_gemma":0.00145857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003596,"about_ca_topic_score_gemma":0.008142639,"domain_scores_codex":[0.9983315,0.0009822937,0.00007324484,0.00009673889,0.0003254729,0.0001907913],"domain_scores_gemma":[0.9974403,0.0009226102,0.0005672238,0.0002444196,0.0004796691,0.0003457693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002209909,0.0005235963,0.205578,0.001120634,0.00009928308,0.00279472,0.3303689,0.002217907,0.00905322,0.2214786,0.005491765,0.2210525],"study_design_scores_gemma":[0.00002894915,0.0002764504,0.3140087,0.0005249726,0.0000858957,0.001300048,0.5448062,0.003824288,0.003693462,0.02756684,0.1038025,0.00008176474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365594,0.0004113695,0.007642786,0.0007568747,0.00002241457,0.00007549301,0.00004607389,0.00002715901,0.0544584],"genre_scores_gemma":[0.9968259,0.00009972174,0.001650175,0.0000114128,0.000002019902,0.00001244852,0.00001049476,0.00000686761,0.001380952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005851463,"threshold_uncertainty_score":0.01957512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131886512422265,"score_gpt":0.3023988653247491,"score_spread":0.1892102140825225,"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."}}