{"id":"W2556206190","doi":"10.2495/sdp-v12-n2-238-251","title":"Formulating a Capability Approach Based Model to Sustain Rural Sub-Saharan African Inhabitant’s Self-Reliance Towards Their Built Environment","year":2016,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Built environment; Locality; Multitude; Sustainable development; Order (exchange); Process (computing); Environmental planning; Business; Architectural engineering; Computer science; Environmental resource management; Engineering; Political science; Civil engineering; Geography; Economics","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":[0.0009686151,0.00028102,0.0002922233,0.0004739844,0.0001326454,0.0001365033,0.0003783243,0.00007767274,0.00001024684],"category_scores_gemma":[0.0001327911,0.000207575,0.00007414282,0.0001584276,0.00002843267,0.0004776364,0.0001144546,0.0001889783,0.000001232421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477367,"about_ca_system_score_gemma":0.0004392934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009119254,"about_ca_topic_score_gemma":5.101796e-7,"domain_scores_codex":[0.9980333,0.00003537473,0.0006344775,0.0001995918,0.0005529445,0.000544325],"domain_scores_gemma":[0.9988811,0.0001138097,0.0001681526,0.0001185766,0.0004989318,0.0002194227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005614726,0.0003224617,0.01142511,0.000552943,0.0008599549,0.0009421931,0.02065831,0.872086,0.01009111,0.001391327,0.002534612,0.07857449],"study_design_scores_gemma":[0.009377268,0.0005636653,0.04723133,0.002179802,0.0001427226,0.0002879921,0.137549,0.6657799,0.06298974,0.006900749,0.06367856,0.00331924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7078838,0.0002864258,0.2906522,0.0003838216,0.0001151206,0.0002289928,0.000004441092,0.00005979158,0.0003854466],"genre_scores_gemma":[0.9604723,0.00004916668,0.03904033,0.00009554355,0.0001126357,0.00003448421,0.00000469463,0.00003246934,0.000158391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2525885,"threshold_uncertainty_score":0.8464664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557422846323574,"score_gpt":0.2313851536225956,"score_spread":0.2158109251593598,"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."}}