{"id":"W351475568","doi":"","title":"UN ANALISIS ECONOMICO SOBRE EL USO DEL CONCEPTO DE CONFIABILIDAD, EN RELACION CON ALGUNOS ELEMENTOS DEL PROYECTO GEOMETRICO DE CARRETERAS","year":2008,"lang":"es","type":"article","venue":"PUBLICACION TECNICA","topic":"Bach Studies and Logistics Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":[],"category_scores_codex":[0.001218186,0.0007821631,0.001015704,0.0006476364,0.001646405,0.0008463275,0.0008223251,0.0004436548,0.00328493],"category_scores_gemma":[0.0007008212,0.0007372678,0.0004401873,0.0003106184,0.0007360629,0.0004223698,0.0005327814,0.0007660364,0.0002268388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147915,"about_ca_system_score_gemma":0.0006972621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009885281,"about_ca_topic_score_gemma":0.0001550385,"domain_scores_codex":[0.9950656,0.0003979056,0.001421323,0.001063414,0.0005045602,0.001547231],"domain_scores_gemma":[0.9967384,0.0006958225,0.0006613059,0.0007816216,0.000584567,0.0005383255],"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":[0.0005246511,0.002008059,0.1290966,0.0006852612,0.003169197,0.0001441592,0.05577962,0.0001426413,0.000352713,0.6081654,0.1396224,0.06030925],"study_design_scores_gemma":[0.002261271,0.0004932134,0.04285612,0.00009595002,0.0002519592,0.00006299195,0.005227378,0.0008194646,0.0004602267,0.0006520142,0.9456965,0.001122875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377481,0.003846561,0.001621261,0.01415739,0.001067996,0.002274729,0.001138071,0.0005089267,0.03763701],"genre_scores_gemma":[0.9878856,0.005287108,0.0008492878,0.001953853,0.0009714479,0.00039038,0.000261113,0.0001021477,0.00229909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8060741,"threshold_uncertainty_score":0.9996533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287529330858445,"score_gpt":0.2430236069917885,"score_spread":0.220148313683204,"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."}}