{"id":"W3208927032","doi":"10.32920/ryerson.14663055.v1","title":"Missing middle housing in Toronto: past & present forms","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Character (mathematics); Regional science; Archaeology; History; Mathematics","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":[0.0004272558,0.0002487568,0.0001813436,0.001765083,0.004461161,0.004073889,0.0006973732,0.0004095206,0.01411716],"category_scores_gemma":[0.001366117,0.0002068475,0.0002097287,0.006445229,0.003225434,0.001769443,0.002358859,0.0007607297,0.0007469057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02545877,"about_ca_system_score_gemma":0.009414532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.830884,"about_ca_topic_score_gemma":0.9519159,"domain_scores_codex":[0.9993693,0.000077697,0.00002455589,0.0000706862,0.0002383515,0.0002194269],"domain_scores_gemma":[0.9990158,0.00007773028,0.0001837131,0.00009043387,0.0001918488,0.0004403992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001961298,0.00004539018,0.2005593,0.001147778,0.00007687083,0.002945486,0.299789,0.001403008,0.001343466,0.2121407,0.1389506,0.1414023],"study_design_scores_gemma":[0.000003972665,0.00003446422,0.4041944,0.0004932194,0.0000285859,0.0007184977,0.1466584,0.0003167473,0.0003085701,0.00393193,0.4432685,0.00004259043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6260454,0.01598508,0.002689203,0.01202992,0.0004574339,0.000063547,0.02023834,0.0001400857,0.322351],"genre_scores_gemma":[0.9723524,0.003334006,0.0009323349,0.0001414308,0.00006071724,0.00001798396,0.002361717,0.00004472485,0.0207546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.169116,"threshold_uncertainty_score":0.3402239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07891973731609514,"score_gpt":0.3447885914429495,"score_spread":0.2658688541268543,"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."}}