{"id":"W2792716517","doi":"10.6000/1927-5129.2018.14.05","title":"Impacts of Downtown Developments to Facilitate Environmental Sustainability and Presence of Core and Frame: A Case Study of Saddar, Karachi, Pakistan","year":2018,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Zoning; Downtown; Land use; Sustainable development; Environmental resource management; Environmental planning; Population; Geography; Business; Civil engineering; Engineering; Ecology; 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":[0.001475355,0.0001286764,0.0003452259,0.00008860954,0.0001695621,0.00002373601,0.0002856038,0.00003621265,0.000125627],"category_scores_gemma":[0.0000373682,0.00008537663,0.00002680935,0.0002901458,0.000517842,0.0002870893,0.0002759628,0.00007617902,0.000001530628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006670144,"about_ca_system_score_gemma":0.00005289396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825969,"about_ca_topic_score_gemma":0.001711722,"domain_scores_codex":[0.9982283,0.0000496766,0.0006425927,0.0002497555,0.0006103304,0.0002193863],"domain_scores_gemma":[0.9989762,0.0001262335,0.0005348678,0.0001523729,0.00003036619,0.0001799381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873919,0.0004225227,0.940256,0.000101425,0.00003127338,0.00004103157,0.03186157,0.0001583334,0.01944043,0.000008527167,0.00001866922,0.007472817],"study_design_scores_gemma":[0.001120767,0.003243042,0.9018686,0.00006980328,0.00004985666,0.0003033587,0.08451441,0.0002041196,0.007770234,0.000588156,0.00007078679,0.0001968802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992095,0.00005637441,0.00002139783,0.00002909033,0.00003716511,0.0003638547,0.00001362098,0.000001776299,0.0002672768],"genre_scores_gemma":[0.9993,0.00001317523,0.0006475321,0.00001816022,0.00001067068,0.000002928292,1.325802e-7,0.000003007847,0.00000437337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05265284,"threshold_uncertainty_score":0.3481558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245839442066212,"score_gpt":0.2746078802165338,"score_spread":0.2521494857958717,"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."}}