{"id":"W2729728085","doi":"","title":"DEVELOPING ABUJA LOW INCOME HOUSING: AN ARCHITECTURAL APPROACH","year":2016,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Low income housing; Business; Natural resource economics; Low income; Environmental planning; Developing country; Geography; Environmental resource management; Economic growth; Economics; Socioeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003113141,0.0002452818,0.0003360772,0.00005889329,0.0005798655,0.0000367361,0.0002528547,0.00004643748,0.0005516635],"category_scores_gemma":[0.00001709531,0.000151663,0.0001582594,0.00001246987,0.0005348265,0.0002001033,0.00006146599,0.0001505484,0.0005399737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708639,"about_ca_system_score_gemma":0.00001797637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002246299,"about_ca_topic_score_gemma":0.00007064301,"domain_scores_codex":[0.9985651,0.0002572914,0.0003405422,0.0003282664,0.0002012702,0.0003075221],"domain_scores_gemma":[0.9994195,0.00004088807,0.0001344949,0.0002885354,9.414493e-7,0.0001156876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002812697,0.0001678445,0.0005239724,0.00008066242,0.00003008291,0.00000721368,0.04801242,7.050968e-7,0.001805606,0.01886499,0.0007646171,0.9297138],"study_design_scores_gemma":[0.000226067,0.00007456051,0.0009402098,0.0001046608,0.00001683644,0.000007982911,0.0004140612,0.000003877784,0.00007886397,0.001575385,0.9961962,0.0003613569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800486,0.01632281,0.01581419,0.0004607303,0.001334538,0.001939462,0.00005915826,0.0003092453,0.08371129],"genre_scores_gemma":[0.983614,0.0009978396,0.00400512,0.0007521575,0.001090701,0.00007270993,0.00002822216,0.00005550451,0.009383733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9954315,"threshold_uncertainty_score":0.6940449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05045614586115849,"score_gpt":0.2358510915716863,"score_spread":0.1853949457105278,"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."}}