{"id":"W4255911025","doi":"10.32920/ryerson.14655849","title":"Suburban / urban grafting: towards an architectural and urban hybrid","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Urbanity; Recreation; Geography; Architectural engineering; Environmental planning; Urban design; Urban landscape; Resource (disambiguation); Urban planning; Transport engineering; Civil engineering; Computer science; Engineering; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127114,0.0003251071,0.0002009779,0.0008241134,0.0009189454,0.004148211,0.0006001473,0.0003823209,0.006306578],"category_scores_gemma":[0.0007353096,0.0002703227,0.0003034819,0.0008445825,0.003157422,0.001900186,0.004058628,0.0007080582,0.0008426604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008562979,"about_ca_system_score_gemma":0.001007553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614678,"about_ca_topic_score_gemma":0.007131439,"domain_scores_codex":[0.9991002,0.0005121063,0.00002346954,0.00008448515,0.000207913,0.00007175462],"domain_scores_gemma":[0.9995937,0.00009805625,0.00002567408,0.0001232502,0.00006659693,0.00009283142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001138067,0.0001119307,0.007453003,0.0001220107,0.00002540279,0.0002538425,0.01139166,0.01088543,0.009160158,0.8616436,0.004110587,0.09472851],"study_design_scores_gemma":[0.00004862758,0.0003080882,0.01283616,0.000152287,0.00006433107,0.001099197,0.03653115,0.05792219,0.008351723,0.4122344,0.4703817,0.00007025314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3184359,0.000482988,0.4932691,0.001930548,0.0001250738,0.0001803325,0.0001476979,0.0006161113,0.1848123],"genre_scores_gemma":[0.8126798,0.0002666512,0.1555604,0.0002071126,0.0000180857,0.0001325922,0.0001093711,0.000359445,0.03066658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006306578,"threshold_uncertainty_score":0.02109766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396413818102127,"score_gpt":0.208477290988604,"score_spread":0.1945131528075827,"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."}}