{"id":"W1953336716","doi":"10.3968/j.css.1923669720120805.1090","title":"Urban Landscape Planning and Soil Variation in Nigeria: Lokoja as a Case Study","year":2012,"lang":"en","type":"article","venue":"Canadian social science","topic":"Urban Development and Cultural Heritage","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Landscaping; Vegetation (pathology); Distribution (mathematics); Colonialism; Tree planting; Government (linguistics); Geography; Environmental science; Agroforestry; Ecology; Archaeology; Biology","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":[0.0001895097,0.0001677685,0.0002039811,0.0008345724,0.002211812,0.0007165038,0.0002738634,0.0004570447,0.001380294],"category_scores_gemma":[0.0003850387,0.0001841052,0.0001271114,0.001728229,0.0007792342,0.0003147304,0.0006562612,0.0003808169,0.00009577618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608897,"about_ca_system_score_gemma":0.0007667591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04963921,"about_ca_topic_score_gemma":0.2095104,"domain_scores_codex":[0.9998401,0.0000599437,0.000008919833,0.00001423627,0.00001616101,0.00006046434],"domain_scores_gemma":[0.9997872,0.00006797996,0.00005177268,0.000008413315,0.00002044795,0.00006427104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001330427,0.001084826,0.8379804,0.0002282903,0.00003096198,0.04460054,0.07553145,0.0009518962,0.001601037,0.002897175,0.0009354271,0.03402497],"study_design_scores_gemma":[0.000008436142,0.0002649457,0.692936,0.0001631662,0.00002722783,0.008478478,0.290119,0.0009224776,0.0003589368,0.0004681697,0.006230719,0.00002241064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998839,0.0001038426,0.00002894714,0.00004725701,0.000001326679,0.000007371148,0.00002024474,4.827826e-7,0.0009516073],"genre_scores_gemma":[0.9991325,0.0002801885,0.00009136746,0.00001301419,0.000001484343,0.000005208833,0.00001965904,7.26381e-7,0.0004559827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04963921,"threshold_uncertainty_score":0.09870058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451583746138455,"score_gpt":0.2872182762380048,"score_spread":0.2627024387766203,"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."}}