{"id":"W4230354301","doi":"10.32920/ryerson.14653740.v1","title":"Vertical expansions : assessing the feasibility of building private residential space atop existing public community centres and libraries through a public-private partnership in Toronto's inner-suburbs","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Appeal; Public–private partnership; Government (linguistics); Business; Space (punctuation); Public administration; Transport engineering; Engineering; Finance; Political science; Computer science","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":[0.002679404,0.0003546432,0.0001561708,0.0007977768,0.002355789,0.002298792,0.0007558365,0.0005369413,0.002731711],"category_scores_gemma":[0.006900946,0.0002378627,0.0002984256,0.001241559,0.002462226,0.001585115,0.002383582,0.0004139302,0.0002818212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0134484,"about_ca_system_score_gemma":0.009719168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3211536,"about_ca_topic_score_gemma":0.6664168,"domain_scores_codex":[0.9970179,0.001124144,0.00008285975,0.000183577,0.0008243733,0.0007671783],"domain_scores_gemma":[0.9954172,0.001746258,0.0006852328,0.0002455637,0.001219444,0.0006861615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001350281,0.00097012,0.7664449,0.0009459975,0.0001166587,0.003488503,0.07205977,0.02300412,0.007235567,0.01154139,0.002163258,0.1106795],"study_design_scores_gemma":[0.00004788695,0.002651263,0.7440498,0.0001954482,0.00009736227,0.0003309074,0.2311547,0.00856699,0.002873383,0.0007874894,0.00919797,0.00004677827],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939418,0.0000347882,0.00036834,0.0000483054,0.000001543638,0.00008614753,0.00006573457,0.000003919092,0.00544944],"genre_scores_gemma":[0.9983956,0.00004626541,0.0006854807,0.000006177451,0.000001275802,0.00004029706,0.0000467225,0.00000167506,0.0007764726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6788464,"threshold_uncertainty_score":0.6385686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2398062375930117,"score_gpt":0.4021753806979866,"score_spread":0.1623691431049749,"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."}}