{"id":"W7026966143","doi":"","title":"Beyond an Eyesore: Re-Imagining Scarborough’s Strip Malls as a Network of Public Spaces","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spatial and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitality; Public space; Destinations; Variety (cybernetics); Space (punctuation); Everyday life; Urban design; Psychological intervention","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":[0.002458949,0.0007017248,0.0002382351,0.001040479,0.01058513,0.00992706,0.001341504,0.001729099,0.004398112],"category_scores_gemma":[0.002431358,0.0003987432,0.0002682896,0.0009394428,0.02676752,0.007611065,0.004652956,0.002547164,0.00049345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116294,"about_ca_system_score_gemma":0.005835253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07982548,"about_ca_topic_score_gemma":0.1892264,"domain_scores_codex":[0.9979406,0.001450733,0.00001970364,0.0001468406,0.0001778519,0.0002642344],"domain_scores_gemma":[0.9984242,0.0008352633,0.0001124727,0.0001493835,0.0001550087,0.0003237005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002276148,0.0000102541,0.0008102462,0.00005049321,0.000002258382,0.0004775194,0.9361392,0.0001277278,0.0005442668,0.05476524,0.002685235,0.004364738],"study_design_scores_gemma":[0.000005293552,0.00002302824,0.0007549968,0.00008475743,0.000006876113,0.0002139019,0.8867252,0.0001904362,0.0003117857,0.004827643,0.1068461,0.000009928789],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6798403,0.002585568,0.01207037,0.02535916,0.0004476529,0.0001345331,0.0001432091,0.0001164526,0.2793028],"genre_scores_gemma":[0.9761091,0.0008494009,0.002129931,0.0005354563,0.00003383943,0.00004094642,0.00003405985,0.00005089997,0.0202163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9201745,"threshold_uncertainty_score":0.1587217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246292583801534,"score_gpt":0.252465296961713,"score_spread":0.2300023711236976,"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."}}