{"id":"W7127198110","doi":"10.1332/policypress/9781529243857.003.0010","title":"Empowerment Through Design? Housing Cooperatives for Women in Montreal","year":2025,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Context (archaeology); Government (linguistics); Solidarity; General partnership; Downtown; Public housing; Investment (military); Unintended consequences","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006264027,0.0003947454,0.0006230741,0.0003003009,0.0006448051,0.0002563861,0.000339766,0.0003567866,0.0000328576],"category_scores_gemma":[0.0004134526,0.0004078082,0.0001097264,0.00005274917,0.0005087345,0.0001660057,0.0001337853,0.0002605201,0.000002098241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448142,"about_ca_system_score_gemma":0.003073943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240074,"about_ca_topic_score_gemma":0.009151537,"domain_scores_codex":[0.9976043,0.0002788639,0.0004165094,0.0005106781,0.0003128309,0.0008768776],"domain_scores_gemma":[0.9984363,0.0005683902,0.0002104777,0.0002591459,0.00040217,0.0001234826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001760681,0.00002864764,0.000003322907,0.0001055325,0.0001150808,0.00001949049,0.1586246,0.00006657592,0.00000453606,0.8308394,0.003115063,0.006901688],"study_design_scores_gemma":[0.000626484,0.0001251333,0.000008551217,0.0002594282,0.00002531155,1.235446e-7,0.005052689,0.00002540028,0.0001015756,0.1684564,0.8249008,0.0004180804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004723639,0.0005308355,0.001522406,0.0003405238,0.0001451352,0.002219555,0.0001362014,0.00008934586,0.9949688],"genre_scores_gemma":[0.008165346,0.0003917443,0.0004809697,0.0004801919,0.0005676175,0.0005658669,0.000008743011,0.00005008282,0.9892895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8217857,"threshold_uncertainty_score":0.9998374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07445851135640653,"score_gpt":0.3668812808545215,"score_spread":0.292422769498115,"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."}}