{"id":"W7015147390","doi":"","title":"Seguimiento y evaluación del reciclado in situ con emulsión de un firme de tráfico pesado","year":2003,"lang":"es","type":"dissertation","venue":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Carpentry; Quarter (Canadian coin); Typography","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.006229024,0.001474992,0.002439581,0.001422074,0.0006378974,0.0002891798,0.001291536,0.003188597,0.002010718],"category_scores_gemma":[0.005645029,0.001786703,0.001006043,0.002362106,0.0003416125,0.0009295815,0.0001988952,0.003898211,0.0005060701],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00780367,"about_ca_system_score_gemma":0.006546677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029866,"about_ca_topic_score_gemma":0.008263458,"domain_scores_codex":[0.988205,0.003918771,0.002065775,0.002064512,0.00111818,0.002627726],"domain_scores_gemma":[0.9900079,0.003374505,0.00158522,0.001853014,0.001278265,0.001901058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02390498,0.007280944,0.8014745,0.006886484,0.005783066,0.007509624,0.03226978,0.002360357,0.04642486,0.01112335,0.01727031,0.03771174],"study_design_scores_gemma":[0.04444144,0.003736652,0.5373538,0.008047357,0.01774812,0.0008990553,0.09987727,0.01392476,0.02227565,0.002160223,0.2421554,0.007380272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729749,0.007313676,0.0002791213,0.004647607,0.0008882746,0.002026677,0.0006113135,0.0002032766,0.01105515],"genre_scores_gemma":[0.965149,0.009901972,0.002394504,0.004135283,0.0004787832,0.00006666897,0.003644133,0.0003141912,0.0139154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641207,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058518439902997,"score_gpt":0.3422479754241287,"score_spread":0.3116627910250988,"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."}}