{"id":"W6999571571","doi":"","title":"Criterios generales para el fortalecimiento de las relaciones socioeconómicas entre Barrancabermeja y el área urbana de influencia desde la teoría de la red de sistemas como instrumento para la planificación urbano-regional","year":2015,"lang":"es","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Order (exchange); 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","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004585742,0.002194563,0.002355305,0.001106709,0.003432934,0.001609439,0.002459567,0.003440802,0.0001351582],"category_scores_gemma":[0.00348502,0.002346406,0.001223595,0.001631115,0.0008600724,0.001325227,0.0005132584,0.002705417,0.00005940237],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006825548,"about_ca_system_score_gemma":0.0086345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003460472,"about_ca_topic_score_gemma":0.004010774,"domain_scores_codex":[0.9822684,0.006204652,0.002671451,0.002476574,0.003058863,0.003320069],"domain_scores_gemma":[0.989127,0.003083149,0.002554019,0.001381363,0.001591543,0.002262905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002563427,0.003146935,0.1389603,0.001589091,0.003173472,0.001717271,0.1252446,0.0006378076,0.01833581,0.6800798,0.02182611,0.002725363],"study_design_scores_gemma":[0.003803125,0.0002768696,0.1707605,0.001538019,0.001218158,0.001953426,0.02138894,0.000505619,0.0007097301,0.006101799,0.7889225,0.002821281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897895,0.003846067,0.0005048715,0.008677084,0.001171611,0.002073518,0.0005887249,0.000944878,0.0924037],"genre_scores_gemma":[0.9836121,0.002593688,0.005735327,0.0006899941,0.001816887,0.001362451,0.001338297,0.0003392374,0.002512027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7670965,"threshold_uncertainty_score":0.9995954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279779027662949,"score_gpt":0.3093743772693557,"score_spread":0.2813964745030608,"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."}}