{"id":"W587364053","doi":"","title":"PRACTICAS PARA EVALUAR LA CALIDAD DE INFRAESTRUCTURA CARRETERA DE CUOTA","year":2011,"lang":"es","type":"article","venue":"PUBLICACION TECNICA","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography; Humanities; Environmental protection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004225068,0.001185317,0.0009278738,0.002481349,0.001152033,0.001823383,0.001186409,0.0008235537,0.002982924],"category_scores_gemma":[0.004137222,0.0005117198,0.000875607,0.002495219,0.0007961728,0.0008673121,0.000931033,0.0006656789,0.0006293041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172306,"about_ca_system_score_gemma":0.001448302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02212569,"about_ca_topic_score_gemma":0.06461263,"domain_scores_codex":[0.9963869,0.0007545516,0.0002175259,0.0007318367,0.001686759,0.0002225035],"domain_scores_gemma":[0.9948567,0.001128615,0.00155776,0.0003489021,0.001968621,0.0001394118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001236764,0.0005671699,0.5012213,0.004048289,0.0004142612,0.0005800477,0.007622657,0.003140612,0.1637022,0.0008103183,0.001784115,0.3148723],"study_design_scores_gemma":[0.00002788062,0.005067915,0.8687659,0.001289688,0.0007687433,0.0007873749,0.01279797,0.004022741,0.07387768,0.0005505605,0.03188713,0.000156506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9484314,0.006304583,0.02895227,0.0003141658,0.00009863751,0.0009989612,0.001492104,0.0002778226,0.01313013],"genre_scores_gemma":[0.9120014,0.005934899,0.06833053,0.000153862,0.0000404688,0.0008175902,0.001051684,0.00007931451,0.01159036],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02212569,"threshold_uncertainty_score":0.04399383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704144396692285,"score_gpt":0.2775040433313727,"score_spread":0.2504625993644499,"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."}}