{"id":"W2523108031","doi":"10.1111/anti.12249","title":"Lifetimes of Disposability and Surplus Entrepreneurs in Bagong Barrio, Manila","year":2016,"lang":"en","type":"article","venue":"Antipode","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Economic and Social Research Council; Social Sciences and Humanities Research Council of Canada; Universität Zürich; University of Glasgow; Harvard University","keywords":"Surplus value; Business; Economics; Political science; Capitalism","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005291272,0.00005259605,0.0001234294,0.00003424451,0.00007393213,0.00001249383,0.00009547303,0.0000496191,0.0002818928],"category_scores_gemma":[0.0002169512,0.0000404352,0.00002857269,0.00007535079,0.0002473823,0.0001993829,0.00002737716,0.00002736266,0.00001203697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000223734,"about_ca_system_score_gemma":0.00005672883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006082387,"about_ca_topic_score_gemma":0.04615534,"domain_scores_codex":[0.999302,0.0001179458,0.00017043,0.000165085,0.00008608617,0.0001584484],"domain_scores_gemma":[0.9995517,0.0001894604,0.00005050882,0.0001241151,0.00002604918,0.00005817365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008203538,0.00002377119,0.9841387,0.000007717541,0.000003221617,5.392556e-7,0.006929994,6.784532e-7,0.0003948352,0.003189655,0.0001769763,0.005125694],"study_design_scores_gemma":[0.0002473771,0.00001425522,0.9889506,0.00002826595,0.000005115026,2.518418e-7,0.001395286,0.0000185317,0.001887018,0.003899029,0.003464121,0.00009015985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932693,0.0001372452,0.00004384335,0.0009844429,0.00008793049,0.00009882613,0.000006649312,0.00001456217,0.005357219],"genre_scores_gemma":[0.9984021,0.0005846125,0.00003398524,0.00003201588,0.00006150503,0.000002718205,7.345345e-7,0.000003118869,0.0008792171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04007296,"threshold_uncertainty_score":0.9712498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352897995455913,"score_gpt":0.2719032614228228,"score_spread":0.2583742814682636,"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."}}