{"id":"W4382026160","doi":"10.1007/978-3-031-35368-0_3","title":"Quality Affordable Dwellings","year":2023,"lang":"en","type":"book-chapter","venue":"The urban book series","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Affordable housing; Business; Quality (philosophy); Finance; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002650478,0.0004250904,0.0003110289,0.0009907589,0.000981711,0.002051983,0.000490188,0.0007061465,0.266832],"category_scores_gemma":[0.0006155634,0.0002828079,0.0003152439,0.001554518,0.0003063286,0.001200521,0.001241217,0.0009776065,0.05468302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172733,"about_ca_system_score_gemma":0.00104991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01628623,"about_ca_topic_score_gemma":0.1021897,"domain_scores_codex":[0.999708,0.00002070697,0.00000694212,0.00003387938,0.0001818449,0.00004864888],"domain_scores_gemma":[0.9998494,0.00001337683,0.00001039213,0.00002126412,0.00006808568,0.00003748305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001734797,0.00004483312,0.0005461138,0.00007187305,0.000003379419,0.00002434732,0.0001067522,0.0001419233,0.0001474332,0.03495153,0.8174711,0.1464733],"study_design_scores_gemma":[0.000003107838,0.00001131671,0.002077451,0.00003705082,0.00000157561,0.00002681475,0.0001015208,0.0000809967,0.00004807314,0.001741654,0.9958681,0.000002435412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002512226,0.004940555,0.001196513,0.00265815,0.001229254,0.0000511316,0.001807403,0.0001872742,0.9854175],"genre_scores_gemma":[0.007205765,0.001940461,0.0006388875,0.0005160812,0.0001952448,0.00001845378,0.0006983535,0.00007642418,0.9887102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.266832,"threshold_uncertainty_score":0.8926418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04861386241844711,"score_gpt":0.2139889034132797,"score_spread":0.1653750409948326,"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."}}