{"id":"W4386708433","doi":"10.32920/24084765.v1","title":"Supplying social housing and preserving inexpensive rental units: a comparative case study of the municipal right of first refusal in Montreal and Berlin","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Renting; Real estate; Context (archaeology); Rental housing; Affordable housing; Public housing; Business; Housing estate; Intervention (counseling); Devolution (biology); Political science; Economics; Economic growth; Sociology; Finance; Law; Engineering; Psychology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002133054,0.0004432571,0.0004375527,0.001276174,0.009433584,0.002853947,0.002075408,0.001517073,0.005660225],"category_scores_gemma":[0.005565503,0.0003529009,0.0003528659,0.002537878,0.00798843,0.001396331,0.00347443,0.001343047,0.0001630634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03839816,"about_ca_system_score_gemma":0.01529338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8110037,"about_ca_topic_score_gemma":0.9445925,"domain_scores_codex":[0.9963619,0.001763259,0.00005519592,0.000226798,0.0004360412,0.001156748],"domain_scores_gemma":[0.9979215,0.0008051972,0.0003293211,0.0001326074,0.0002617179,0.0005497342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007091527,0.002948745,0.1929577,0.0008739656,0.0002158691,0.0302915,0.5977178,0.00477763,0.004200994,0.07621422,0.01077511,0.07831733],"study_design_scores_gemma":[0.00007959986,0.0005825481,0.1841782,0.0002551073,0.00005601725,0.001119714,0.7580451,0.001355219,0.001018007,0.001370751,0.05183544,0.000104386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891939,0.0003084612,0.0003147671,0.0009080767,0.00001659734,0.0001087074,0.0001189875,0.000004160373,0.00902636],"genre_scores_gemma":[0.9960342,0.0002730895,0.0003517926,0.0001165137,0.000006903442,0.00005261505,0.0000436088,0.000004332483,0.003116933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889963,"threshold_uncertainty_score":0.3802187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125069840026848,"score_gpt":0.2910554934597139,"score_spread":0.178548509457029,"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."}}