{"id":"W1865356523","doi":"10.3968/j.ans.1715787020120501.1029","title":"An Assessment of Some Environmental Effects of Squatter Settlement in Dutse Alhaji, Bwari Area Council, Federal Capital Territory, Abuja, Nigeria","year":2012,"lang":"en","type":"article","venue":"Advances in natural science/Advances in natural sciences","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Human settlement; Slum; Environmental planning; Federal capital territory; Work (physics); Geography; Data collection; Environmental resource management; Business; Engineering; Socioeconomics; Environmental science; Mathematics; Sociology; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003844777,0.0002331125,0.0001629592,0.0006302131,0.001659572,0.0006401858,0.0001791335,0.0003281707,0.002598286],"category_scores_gemma":[0.0007201061,0.0001369693,0.0001747059,0.0007215446,0.0008328338,0.0003385339,0.0008852826,0.0003085233,0.00009258097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051734,"about_ca_system_score_gemma":0.0006568196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01111108,"about_ca_topic_score_gemma":0.05154123,"domain_scores_codex":[0.9997694,0.00008713939,0.00001455443,0.00002241458,0.0000479218,0.0000586453],"domain_scores_gemma":[0.9995242,0.000151679,0.0001485513,0.00001541342,0.00008013804,0.00007992708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002340997,0.0005002954,0.9180524,0.0003566818,0.0000397527,0.008230788,0.03811482,0.0006049875,0.004078315,0.00104743,0.0009299709,0.02781039],"study_design_scores_gemma":[0.000005382792,0.000471378,0.9065921,0.00007581776,0.00001988595,0.0006876658,0.08959197,0.0002201148,0.0004463253,0.0001851752,0.001692672,0.00001148402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988689,0.00007608383,0.00002785762,0.00004224107,0.000003122282,0.00001167014,0.00002582563,6.967491e-7,0.0009435869],"genre_scores_gemma":[0.9992248,0.0001450888,0.0000759938,0.000008985134,0.000002476522,0.000008321374,0.00002240553,2.886383e-7,0.0005116561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111108,"threshold_uncertainty_score":0.02209282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202354540475407,"score_gpt":0.3222740632184452,"score_spread":0.3102505178136911,"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."}}