{"id":"W3121065973","doi":"10.1108/ohi-02-2013-b0002","title":"Circulation and Open Space in Affordable Townhouse Communities","year":2013,"lang":"en","type":"article","venue":"Open House International","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Space (punctuation); Architectural engineering; Typology; Business; Circulation (fluid dynamics); Affordable housing; Environmental planning; Geography; Engineering; Computer science; Civil engineering","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":[0.0008841046,0.0001893952,0.0001886324,0.0009565035,0.003530724,0.004416457,0.0006821196,0.0007021182,0.007862414],"category_scores_gemma":[0.002528967,0.0003610205,0.0002519161,0.001003451,0.005534642,0.003649363,0.004998232,0.0004685915,0.0003125339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386915,"about_ca_system_score_gemma":0.001062815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004364456,"about_ca_topic_score_gemma":0.01348864,"domain_scores_codex":[0.9986626,0.0007689066,0.000031152,0.000124755,0.0002167028,0.0001958748],"domain_scores_gemma":[0.9991931,0.0003422064,0.0001027252,0.00008871586,0.00007840362,0.0001948449],"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":[0.0002329492,0.0002275939,0.01083179,0.0002435754,0.00002409089,0.002385388,0.0692874,0.008452029,0.00426606,0.8542804,0.002448423,0.04732041],"study_design_scores_gemma":[0.0002159836,0.0007225385,0.02606219,0.0005066028,0.00009688834,0.003045504,0.2163311,0.02591086,0.004381354,0.5088319,0.2137344,0.0001606866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418209,0.0004222786,0.05256619,0.0009008961,0.00003693332,0.0001302945,0.0000558666,0.00008073114,0.1039859],"genre_scores_gemma":[0.986426,0.00008291136,0.008083995,0.00002031176,0.000004675653,0.00004299597,0.00001318643,0.00001529383,0.005310514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007862414,"threshold_uncertainty_score":0.0263024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396091713756601,"score_gpt":0.2363595675607974,"score_spread":0.2123986504232314,"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."}}