{"id":"W4243571488","doi":"10.32920/ryerson.14665026","title":"Building Community: a Critical Appraisal of Toronto’s Tower Renewal Program","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Redevelopment; Tower; Realm; Placemaking; Political science; Phenomenon; Performative utterance; Sociology; Public administration; Environmental planning; Public relations; Engineering; Civil engineering; Architectural engineering; Urban planning; Geography; Urban design; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01302366,0.0006370834,0.0004047075,0.00585041,0.01956989,0.008698995,0.002755513,0.001973459,0.004234043],"category_scores_gemma":[0.01907941,0.000437313,0.0003343707,0.007255304,0.01123321,0.002853473,0.005882287,0.003227243,0.0001814558],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1730278,"about_ca_system_score_gemma":0.1449697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8130505,"about_ca_topic_score_gemma":0.9412038,"domain_scores_codex":[0.9906713,0.003615657,0.0003102676,0.0003501863,0.003299459,0.001753254],"domain_scores_gemma":[0.9721712,0.01010076,0.0009312487,0.000655898,0.01273146,0.003409499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001028889,0.0001149697,0.007188475,0.002453008,0.00002736105,0.003329718,0.7310113,0.0007976462,0.0009742382,0.0775808,0.08438996,0.09202972],"study_design_scores_gemma":[0.00001244906,0.00009193399,0.02302348,0.001336059,0.00003428887,0.0001602194,0.6854223,0.0001916621,0.0005107836,0.001390377,0.2877903,0.00003624515],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5025723,0.03373429,0.003577825,0.131309,0.002527191,0.003872405,0.001583467,0.0001738062,0.3206497],"genre_scores_gemma":[0.9531763,0.01198879,0.002365048,0.004642615,0.0003362825,0.0006231448,0.0003996308,0.00007315325,0.02639494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1869495,"threshold_uncertainty_score":0.9591706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378255965021812,"score_gpt":0.3168318867567513,"score_spread":0.3030493271065332,"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."}}