{"id":"W7013616680","doi":"","title":"Xavier Ribas","year":2003,"lang":"pt","type":"article","venue":"RACO (Revistes Catalanes amb Accés Obert) (Consorci de Serveis Universitaris de Catalunya)","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"First world war; Population; Face (sociological concept); Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002047369,0.001355486,0.001756482,0.0004618454,0.00272782,0.0004961313,0.002285931,0.0008731448,0.005387541],"category_scores_gemma":[0.001424349,0.00159347,0.0009687127,0.002326929,0.002333588,0.001337981,0.0007513969,0.001260754,0.002461969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607513,"about_ca_system_score_gemma":0.001999751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01815391,"about_ca_topic_score_gemma":0.007440923,"domain_scores_codex":[0.9910978,0.001719754,0.001041194,0.001889121,0.001225705,0.003026429],"domain_scores_gemma":[0.9935922,0.001414429,0.001075794,0.001838409,0.0006578498,0.001421323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003278347,0.001183784,0.4515946,0.001329812,0.00297679,0.001900389,0.1335433,0.000393498,0.0007395684,0.01819252,0.3786522,0.009165728],"study_design_scores_gemma":[0.002639703,0.0003642102,0.0438136,0.000641917,0.00212752,0.0003049145,0.1511502,0.0003669884,0.0004693101,0.0005574435,0.7942805,0.003283649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6579281,0.08399353,0.000871815,0.01287441,0.002983131,0.004173182,0.001692725,0.00142007,0.234063],"genre_scores_gemma":[0.883706,0.007496477,0.001167902,0.001624484,0.0004800172,0.00002796623,0.0004766006,0.0002337466,0.1047867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4156283,"threshold_uncertainty_score":0.9999196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533160561263563,"score_gpt":0.2816209008820956,"score_spread":0.2562892952694599,"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."}}