{"id":"W2766751103","doi":"10.7202/1043070ar","title":"Congolese Social Networks: Living on the Margins in Muizenberg, Cape Town, by Joy Owen","year":2017,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"African history and culture studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cape; Gender studies; Sociology; Geography; History; Archaeology","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":[0.001215731,0.0002365564,0.0003448962,0.00004818113,0.006850745,0.0002817409,0.0009489097,0.00013838,0.0005881898],"category_scores_gemma":[0.0007689709,0.0001611449,0.0001258885,0.0001400381,0.0004552773,0.0002028823,0.00008144234,0.0009670752,0.000008598162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607228,"about_ca_system_score_gemma":0.0007977026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0108879,"about_ca_topic_score_gemma":0.3814713,"domain_scores_codex":[0.9973791,0.0004896921,0.0003391357,0.000265585,0.0008402698,0.0006861893],"domain_scores_gemma":[0.998598,0.0002286401,0.0004991327,0.0003039248,0.0001188674,0.0002514599],"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":[0.0001669738,0.0001976727,0.004814367,0.00001114633,0.000232103,0.0006598988,0.004884799,0.00009341612,0.00005926436,0.5710509,0.4159895,0.00183995],"study_design_scores_gemma":[0.0002010837,0.00004855907,0.006579017,0.0001067408,0.00001483954,0.000004383476,0.0006240794,0.000006958604,0.000003198428,0.0001484717,0.9920404,0.0002222747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583041,0.0009528018,0.000004269667,0.01082652,0.001590878,0.0002226977,0.00003145101,0.00002142436,0.02804584],"genre_scores_gemma":[0.9863489,0.0002968633,0.000003806593,0.003322452,0.001376138,0.00001267019,0.000001106311,0.00002004941,0.008617962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5760509,"threshold_uncertainty_score":0.9956987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846013593121457,"score_gpt":0.2697121788539227,"score_spread":0.2512520429227081,"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."}}