{"id":"W7030114063","doi":"","title":"Making Home for Vancouverites: An Incremental Approach to Vancouver's Missing Middle and Affordability Challenge","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoning; Stock (firearms); Subdivision; Renting; Affordable housing; Rental housing; Urban planning; Single-family detached home; Land use","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":[0.00361755,0.0005948073,0.0002613114,0.001110094,0.007301081,0.01123796,0.002795208,0.001734792,0.01104034],"category_scores_gemma":[0.004376945,0.0003395029,0.0003675941,0.001228999,0.004861436,0.002391026,0.004583446,0.00329385,0.0013045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02057496,"about_ca_system_score_gemma":0.02846902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.191861,"about_ca_topic_score_gemma":0.541101,"domain_scores_codex":[0.9961528,0.001566988,0.00008669412,0.0002826167,0.001416011,0.0004949006],"domain_scores_gemma":[0.9970432,0.0006000273,0.00009272455,0.0002601107,0.001204614,0.0007993817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001312406,0.0004886034,0.009259689,0.001026979,0.00002614132,0.001382036,0.10982,0.003619126,0.006317676,0.4386755,0.05299744,0.3762557],"study_design_scores_gemma":[0.0000382701,0.0002991255,0.005297733,0.0008063524,0.00004020529,0.0004425757,0.1321278,0.002822927,0.001908344,0.03014814,0.8260031,0.00006555642],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2096487,0.002716351,0.07864005,0.03493535,0.000932312,0.002576221,0.0002528062,0.0005029837,0.6697952],"genre_scores_gemma":[0.6417402,0.004314594,0.1426603,0.004074698,0.00008442531,0.001645502,0.000327189,0.0002624976,0.2048905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.808139,"threshold_uncertainty_score":0.3814884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04431190090165572,"score_gpt":0.2240545887355339,"score_spread":0.1797426878338782,"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."}}