{"id":"W3150234331","doi":"","title":"Las transformaciones de las metrópolis de las Américas","year":2013,"lang":"es","type":"article","venue":"Books","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005226082,0.0003279404,0.0004810208,0.0001226527,0.000786759,0.0002845285,0.0004848034,0.0001905411,0.0008169725],"category_scores_gemma":[0.0002375767,0.0002971674,0.0002431748,0.0003844324,0.001134649,0.0003212967,0.00009179165,0.0002954284,0.001260235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00036942,"about_ca_system_score_gemma":0.0004160683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02119652,"about_ca_topic_score_gemma":0.001325713,"domain_scores_codex":[0.9972234,0.0003416792,0.0003934069,0.0003736562,0.0005658214,0.00110205],"domain_scores_gemma":[0.9985587,0.000441605,0.000188473,0.0002911052,0.0001499458,0.0003701852],"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":[0.00007966212,0.0004852276,0.1064307,0.0002787946,0.001000081,0.00006761199,0.2205336,0.00002500247,0.002673936,0.2054507,0.3180728,0.1449019],"study_design_scores_gemma":[0.0008817964,0.0002575224,0.04890143,0.0001186217,0.0002581793,0.00001312934,0.02824709,0.0001638806,0.002044021,0.01076362,0.9074283,0.0009223639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2459983,0.001549814,0.0002132586,0.007112002,0.0003690417,0.0006418712,0.00003738783,0.0002733367,0.743805],"genre_scores_gemma":[0.9647349,0.0009727493,0.001155811,0.001266569,0.0006691858,0.0001126163,0.000001800692,0.00004450652,0.03104187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7187366,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962138698157024,"score_gpt":0.3067256933754675,"score_spread":0.2871043063938972,"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."}}