{"id":"W7142083993","doi":"10.19083/tesis/687095","title":"Vivienda multifamiliar de alta densidad con usos mixtos comerciales en Miraflores","year":2025,"lang":"","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitability; Metropolitan area; Urban planning; 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.002162331,0.001851879,0.002411751,0.001744133,0.004926486,0.0005202922,0.0036958,0.001763737,0.001224445],"category_scores_gemma":[0.003245563,0.002158135,0.001223082,0.005162379,0.003394157,0.0007738007,0.0008025871,0.00200401,0.0002798799],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005029609,"about_ca_system_score_gemma":0.007674794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04704962,"about_ca_topic_score_gemma":0.03891322,"domain_scores_codex":[0.9878135,0.001948574,0.001549803,0.00287047,0.002391264,0.003426379],"domain_scores_gemma":[0.9908208,0.003458101,0.001562647,0.001422252,0.001495132,0.001241107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001583999,0.002089718,0.09328799,0.001513051,0.003273926,0.001047763,0.6963406,0.001382607,0.02585232,0.04335415,0.04945531,0.08081855],"study_design_scores_gemma":[0.002603437,0.0004956723,0.1124516,0.001624264,0.002249305,0.00002170239,0.6711534,0.00311604,0.003430557,0.0007521207,0.1980577,0.00404414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8697933,0.003046179,0.0007828969,0.001483738,0.001719076,0.00258966,0.0003400891,0.0004792304,0.1197658],"genre_scores_gemma":[0.9320255,0.006359754,0.002967731,0.001419728,0.0008253367,0.000107687,0.000211359,0.0001666425,0.05591627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1486024,"threshold_uncertainty_score":0.9996886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783910958188735,"score_gpt":0.3138060832104374,"score_spread":0.2959669736285501,"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."}}