{"id":"W2756325001","doi":"10.31381/aula_ciencia.v7i11.167","title":"Identidad e imaginarios urbanos en Lima Norte.","year":2016,"lang":"es","type":"article","venue":"Aula y Ciencia","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Teacher Education Program","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009127297,0.0003843856,0.0005107579,0.0001598696,0.000896298,0.0002657374,0.001080795,0.0001619173,0.001119397],"category_scores_gemma":[0.001433302,0.0002759556,0.0002547897,0.001080581,0.002337304,0.0007728572,0.0004943395,0.0001896167,0.003641906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004964395,"about_ca_system_score_gemma":0.0004974938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761056,"about_ca_topic_score_gemma":0.0004404022,"domain_scores_codex":[0.9958933,0.0004104449,0.0005090216,0.0008125299,0.001243304,0.001131379],"domain_scores_gemma":[0.9975938,0.0008198735,0.0003815343,0.0006256275,0.0002778379,0.0003013541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003939149,0.0004145808,0.6329189,0.00004970349,0.00025567,0.0001476922,0.03662474,8.387304e-7,0.0206426,0.04281593,0.114137,0.1519529],"study_design_scores_gemma":[0.001013658,0.0002855609,0.5433002,0.0002687189,0.0001843514,0.000009455915,0.00652606,0.00001732224,0.00097241,0.002039119,0.4443583,0.001024814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7489537,0.001660301,0.0004999371,0.01930328,0.001853745,0.0007428111,0.0000744377,0.0003746709,0.2265371],"genre_scores_gemma":[0.9740447,0.001087418,0.0002959561,0.0006413762,0.0009138612,0.00003490161,9.861196e-7,0.00004014211,0.02294067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3302213,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009020323746306482,"score_gpt":0.2950850648883139,"score_spread":0.2860647411420074,"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."}}