{"id":"W4411333394","doi":"10.34074/thes.6857","title":"Empowering community and philanthropic funders: The case for investment in non-market housing","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Business; Political science; Economic growth; Economics; Law","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":[0.04175026,0.0004791968,0.0006213834,0.00153281,0.01784437,0.02666117,0.003567609,0.01033452,0.008005004],"category_scores_gemma":[0.05534265,0.0006655751,0.0005770409,0.001764055,0.02173921,0.01600499,0.02339141,0.008710713,0.0006005172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01768448,"about_ca_system_score_gemma":0.06585509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658537,"about_ca_topic_score_gemma":0.02944653,"domain_scores_codex":[0.9437746,0.03965222,0.0005517313,0.001067557,0.003081376,0.01187245],"domain_scores_gemma":[0.9209478,0.03827602,0.004627116,0.001592174,0.004430765,0.03012615],"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":[0.0003869253,0.001277785,0.01810493,0.001891105,0.00006621973,0.007467913,0.3191723,0.000833204,0.0007268045,0.482635,0.05034125,0.1170965],"study_design_scores_gemma":[0.0002521841,0.0004540465,0.0103182,0.003553405,0.00006574312,0.001777837,0.4824635,0.001866194,0.0004073636,0.1076185,0.3910888,0.0001342184],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2299749,0.009457365,0.004591282,0.6250538,0.001648203,0.0007438711,0.00006464275,0.00006482555,0.1284011],"genre_scores_gemma":[0.9686713,0.00293002,0.002108869,0.0159493,0.0002988136,0.0003589907,0.00001359274,0.00002643955,0.009642733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04175026,"threshold_uncertainty_score":0.2207991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06106758936160462,"score_gpt":0.3624537529755371,"score_spread":0.3013861636139325,"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."}}