{"id":"W2000229810","doi":"10.1016/j.geoforum.2004.01.003","title":"Migration and urban survival strategies in Windhoek, Namibia","year":2004,"lang":"en","type":"article","venue":"Geoforum","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Begging; Food security; Rural area; Geography; Economic growth; Context (archaeology); Poverty; Socioeconomics; Vulnerability (computing); Agriculture; Development economics; Economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004590942,0.00006365511,0.00007863988,0.0000509727,0.0003157341,0.00007719018,0.00006922746,0.00007004709,0.00003418353],"category_scores_gemma":[0.00002014009,0.00005783851,0.0000142348,0.0001228746,0.0001118962,0.0002857104,0.00003716339,0.00006752709,0.00002479328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005727207,"about_ca_system_score_gemma":0.0001487008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005633784,"about_ca_topic_score_gemma":0.1292835,"domain_scores_codex":[0.9991095,0.00003713285,0.00009763424,0.0001254929,0.0001597028,0.0004705049],"domain_scores_gemma":[0.9998409,0.00001938565,0.00002326214,0.00004681445,0.00001757827,0.00005208359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001737804,0.00007612338,0.1699951,0.0000176658,0.00001315475,0.00001669197,0.08892762,0.00004607324,0.0001895213,0.7342339,0.001351011,0.005115803],"study_design_scores_gemma":[0.0007793201,0.00005848545,0.7541395,0.00005800234,0.000004366021,8.942116e-7,0.1436489,0.000007810064,0.00007587512,0.04690928,0.05402031,0.0002972342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399244,0.0004950897,0.00004783413,0.01039726,0.0002848494,0.000120588,0.000001361551,0.0000521499,0.04867649],"genre_scores_gemma":[0.9976531,0.0005651312,0.0001166103,0.00006191919,0.00007692662,0.000003836542,0.000003930523,0.000003915209,0.001514648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6873246,"threshold_uncertainty_score":0.8866048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126121146184593,"score_gpt":0.268648238398197,"score_spread":0.2473870269363511,"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."}}