{"id":"W4386176940","doi":"10.32920/24001554","title":"Temporality in Architecture: Facilitating Change in Toronto's Postwar Suburbs","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Sustainability; Demographics; Redevelopment; Climate change; Temporality; Political science; Action (physics); Economic growth; Sociology; Economy; Geography; Economics; Archaeology; Law","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":[0.001693014,0.0003268434,0.0001415755,0.0008600385,0.01883151,0.006587571,0.001111681,0.0007978475,0.01085193],"category_scores_gemma":[0.002385039,0.000248047,0.0002400702,0.001617296,0.01177062,0.002459298,0.006779553,0.00136692,0.000661041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05645585,"about_ca_system_score_gemma":0.04911375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7958506,"about_ca_topic_score_gemma":0.9484118,"domain_scores_codex":[0.9986367,0.000472094,0.00002763632,0.0001150667,0.0002156473,0.0005329529],"domain_scores_gemma":[0.9978331,0.0002148518,0.0001686779,0.00013915,0.0003207715,0.001323477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000134736,0.0001392322,0.03188375,0.0002039482,0.00002146047,0.001641526,0.6680116,0.001531198,0.002107697,0.1398385,0.06223073,0.09225558],"study_design_scores_gemma":[0.00002030663,0.00004984421,0.05799089,0.0001416609,0.0000194164,0.0001140173,0.4061106,0.0005651864,0.0004536574,0.00847924,0.5260273,0.00002796626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6451733,0.001247944,0.00233431,0.0257768,0.0003044801,0.0001025105,0.0002298009,0.0001585999,0.3246723],"genre_scores_gemma":[0.9714988,0.0005190468,0.001003513,0.0003768159,0.00002423212,0.00003266631,0.00009025841,0.00003829491,0.0264164],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2041494,"threshold_uncertainty_score":0.4107034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229338885822892,"score_gpt":0.4213090884542227,"score_spread":0.2983751998719334,"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."}}