{"id":"W4285018000","doi":"10.22215/etd/2022-14960","title":"Blockchain Flipping: Housing as a Commodity in Toronto","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Financialization; Real estate; Urbanism; Architecture; Commodity; Real estate development; Real estate investment trust; Work (physics); Economy; Business; Economics; Geography; Engineering; Finance; Archaeology","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":[0.0002836566,0.0001834834,0.0001082043,0.0004428616,0.002207185,0.002310698,0.0003962889,0.0004849665,0.01074837],"category_scores_gemma":[0.001157224,0.0001355629,0.0001724271,0.001478296,0.003202563,0.00157823,0.001376326,0.0003864944,0.0005110123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01997229,"about_ca_system_score_gemma":0.005794956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.611093,"about_ca_topic_score_gemma":0.7702663,"domain_scores_codex":[0.9997016,0.0000810506,0.000007588052,0.0000380256,0.00008234141,0.00008935689],"domain_scores_gemma":[0.9996025,0.0001180877,0.00007220025,0.00004574348,0.00007745958,0.00008406048],"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":[0.0003170474,0.00005631417,0.0570035,0.0002766951,0.00003875184,0.003214743,0.02567151,0.03623297,0.002722269,0.8010914,0.01207278,0.06130195],"study_design_scores_gemma":[0.0000682383,0.0002642431,0.1330657,0.0006086191,0.0001089951,0.0008961837,0.08920931,0.08967409,0.006350308,0.1812,0.4984039,0.0001503919],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7932091,0.001917111,0.007228506,0.002933958,0.00005179843,0.00007983643,0.0007169688,0.00003943831,0.1938233],"genre_scores_gemma":[0.9817484,0.0008958829,0.001049396,0.00003163588,0.000005030494,0.00001118182,0.0001281692,0.000006049007,0.0161243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.388907,"threshold_uncertainty_score":0.7823946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546284834275762,"score_gpt":0.2590293888937321,"score_spread":0.2335665405509745,"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."}}