{"id":"W3087625543","doi":"10.3968/11831","title":"Impacts of Urban Growth on Bahir Dar City","year":2020,"lang":"en","type":"article","venue":"Canadian social science","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanization; Geography; Population; Human settlement; Capital city; Population growth; Socioeconomics; Poverty; Flooding (psychology); Economic growth; Demography; Economic 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":[0.0005206825,0.00008591807,0.0001329527,0.0001072288,0.001159326,0.00006526084,0.0006086117,0.00007788944,0.0002551593],"category_scores_gemma":[0.0005694646,0.00008321172,0.00004666427,0.001217199,0.001404148,0.0002416932,0.00002990568,0.0001187538,0.00005276898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004550853,"about_ca_system_score_gemma":0.002476944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05195905,"about_ca_topic_score_gemma":0.08278879,"domain_scores_codex":[0.9983977,0.00005370858,0.0001266865,0.0002490287,0.0005978876,0.0005749841],"domain_scores_gemma":[0.9986104,0.00003447029,0.0000613454,0.00006131612,0.0001531244,0.001079346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001334645,0.00002643302,0.1017909,0.00002179005,0.00001302583,0.00002156347,0.1547718,9.485903e-8,0.001160819,0.6734256,0.06314211,0.005612504],"study_design_scores_gemma":[0.000588396,0.0002595863,0.3999349,0.00007073149,0.00001929487,4.398938e-7,0.05610503,0.00001167798,0.002931031,0.003759908,0.5353242,0.0009948375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2460934,0.00007422854,0.000002532739,0.03249239,0.0003413771,0.0001778242,0.00002851831,0.00004731034,0.7207424],"genre_scores_gemma":[0.9965109,0.00004250629,0.00003146791,0.002847324,0.0003510341,0.000001678678,0.000001033284,0.000004719043,0.0002092853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7504175,"threshold_uncertainty_score":0.954354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399778195644261,"score_gpt":0.2747085872355068,"score_spread":0.2307108052790642,"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."}}