{"id":"W3099381146","doi":"10.1093/oso/9780195076363.003.0009","title":"Housing and Residential Communities","year":2002,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infill; Middle income; Subdivision; Government (linguistics); Business; Geography; Economic geography; Economics; Economic growth; Demographic economics; Engineering; Civil engineering","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":[0.0004168746,0.0002582432,0.0003022221,0.001492398,0.003016366,0.003378381,0.0005695172,0.000511751,0.02741728],"category_scores_gemma":[0.001717135,0.00009890984,0.0001196137,0.004028148,0.002423371,0.002365944,0.004037115,0.0004843533,0.002717175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661491,"about_ca_system_score_gemma":0.001541483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01948737,"about_ca_topic_score_gemma":0.03976059,"domain_scores_codex":[0.999035,0.000385392,0.00002613032,0.00009242735,0.0002440723,0.0002170776],"domain_scores_gemma":[0.9995771,0.000070398,0.00007443358,0.00002376976,0.0001040238,0.0001502443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003937736,0.00007543329,0.01961419,0.0003781643,0.00002038802,0.0004292212,0.01985571,0.0005577482,0.0001546917,0.6402167,0.07539945,0.2432589],"study_design_scores_gemma":[0.00001062653,0.00005057699,0.05099456,0.0006061611,0.000009165976,0.000683804,0.0281875,0.0003499507,0.00004448165,0.08613358,0.8328977,0.00003197599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1097574,0.02869863,0.002357053,0.00464331,0.0004234815,0.0002301228,0.001413906,0.00006672571,0.8524094],"genre_scores_gemma":[0.90864,0.01743101,0.002231755,0.0008629572,0.0003530547,0.0001822397,0.0007834149,0.00002626731,0.06948937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02741728,"threshold_uncertainty_score":0.09171993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04812831320111734,"score_gpt":0.1756839166825234,"score_spread":0.1275556034814061,"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."}}