{"id":"W3127121904","doi":"10.24275/kyku5526","title":"Will professionals return to the centre of Latin America cities? The residential aspirations of professional households in Puebla, México","year":2005,"lang":"en","type":"article","venue":"Anuario de espacios urbanos, historia, cultura y diseño/Anuario de espacios urbanos, historia, cultura y diseño","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Latin Americans; Political science; Humanities; Geography; 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","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.002278659,0.001467859,0.002087191,0.0005360355,0.003169693,0.0003039189,0.0029916,0.0009872187,0.0005230413],"category_scores_gemma":[0.004595469,0.001042572,0.00109506,0.00342993,0.003042558,0.001824369,0.0007008332,0.002065335,0.0001312601],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007586012,"about_ca_system_score_gemma":0.003245837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02036901,"about_ca_topic_score_gemma":0.05485006,"domain_scores_codex":[0.9861515,0.002913167,0.002909119,0.0017813,0.003706992,0.002537884],"domain_scores_gemma":[0.9909029,0.001604344,0.002760215,0.002062288,0.001704435,0.0009658082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005987028,0.001309602,0.04865336,0.0001407299,0.000411597,0.00003055816,0.266526,0.0004107374,0.004107136,0.01981553,0.6570339,0.000962201],"study_design_scores_gemma":[0.001848724,0.0002798587,0.0371751,0.0005293277,0.0005649065,0.00001018171,0.03636434,0.00006362551,0.0005608688,0.0006409963,0.9204068,0.001555278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6358657,0.02192229,0.0006903913,0.2496382,0.02997405,0.01692709,0.002548723,0.001618441,0.04081516],"genre_scores_gemma":[0.8964563,0.0004620306,0.002098619,0.002385848,0.004864213,0.0008656257,0.0002213719,0.0001952982,0.09245068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.263373,"threshold_uncertainty_score":0.9998071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810683056706918,"score_gpt":0.2704200896517669,"score_spread":0.2523132590846978,"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."}}