{"id":"W2274444149","doi":"10.5539/jsd.v9n2p27","title":"Emerging Nigerian Megacities and Sustainable Development: Case Study of Lagos and Abuja","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Megacity; Sustainability; Nigerians; Geography; Population; Architecture; Equity (law); Sustainable development; Economic growth; Environmental planning; Socioeconomics; Environmental protection; Business; Economy; Political science; Ecology; Economics; Environmental health","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003363009,0.0002517327,0.0004910636,0.0005987594,0.001407161,0.0001336445,0.0002348257,0.0001096018,0.00007196946],"category_scores_gemma":[0.0003309087,0.0001767962,0.00003757533,0.0002887664,0.0002549905,0.0009429643,0.0002870533,0.0001726997,0.000001373705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481056,"about_ca_system_score_gemma":0.001662948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004707973,"about_ca_topic_score_gemma":0.0005819139,"domain_scores_codex":[0.9969997,0.0002460346,0.0009395029,0.0002535336,0.0007110236,0.0008502358],"domain_scores_gemma":[0.9977942,0.0002110518,0.0005506025,0.0001126444,0.001004874,0.000326646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001805385,0.0005858592,0.03167558,0.0005500158,0.0005287391,0.01499045,0.8685305,0.000001600413,0.0001180444,0.01652669,0.001287838,0.06502416],"study_design_scores_gemma":[0.001388903,0.0001758909,0.008941167,0.0001285543,0.00002325834,0.0002668664,0.8491386,1.832308e-7,0.0004610033,0.0005294519,0.1386706,0.0002754693],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949034,0.001163613,0.00008376946,0.00125894,0.0001289604,0.0004874282,3.043638e-7,0.00002149124,0.001952095],"genre_scores_gemma":[0.9731467,0.0006508224,0.00173765,0.00003290598,0.00007821739,0.00001734844,2.400123e-7,0.00002016847,0.02431592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373828,"threshold_uncertainty_score":0.9998929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870067650025093,"score_gpt":0.2664884284342711,"score_spread":0.2477877519340202,"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."}}