{"id":"W7009852326","doi":"","title":"Evaluación de la condición del pavimento flexible mediante el índice de rugosidad internacional (IRI) de la carretera Shanango - Bellavista - Jaén – Cajamarca","year":2024,"lang":"es","type":"dissertation","venue":"renati","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Prospection; Nova scotia; Formality","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":[0.0009693904,0.0006967733,0.0005637194,0.0009919612,0.0005175486,0.001502124,0.0005291099,0.0006039911,0.00454041],"category_scores_gemma":[0.001729126,0.0002534372,0.0006525008,0.0009071836,0.0005717648,0.0007204088,0.0006727086,0.0005933538,0.0008752925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155673,"about_ca_system_score_gemma":0.001221827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0406806,"about_ca_topic_score_gemma":0.1007385,"domain_scores_codex":[0.9989977,0.00009857651,0.00003805842,0.0002305982,0.0005082151,0.0001268388],"domain_scores_gemma":[0.9987158,0.0002702938,0.0001842361,0.00008046102,0.00058776,0.0001615002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002722367,0.001015926,0.4043467,0.001735434,0.0005219429,0.0006345545,0.005268117,0.04034874,0.1618979,0.003663986,0.00590056,0.3719438],"study_design_scores_gemma":[0.00002444383,0.001792378,0.9141285,0.0002582866,0.0002660353,0.0001256017,0.007436819,0.01988556,0.03023091,0.0007734337,0.02491885,0.000159159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752458,0.0005878271,0.005505259,0.00009935118,0.00004609371,0.00009284211,0.0008263347,0.0002075759,0.01738903],"genre_scores_gemma":[0.9825144,0.0004312756,0.006042437,0.00003075579,0.000008055497,0.00008354824,0.0007186504,0.00005218089,0.01011863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0406806,"threshold_uncertainty_score":0.08088762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004649792451667798,"score_gpt":0.316005741653864,"score_spread":0.3113559492021962,"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."}}