{"id":"W7127978579","doi":"10.54868/bvi.2025.36.1.1","title":"Dra. María Josefina Núñez","year":2025,"lang":"","type":"article","venue":"Boletín Venezolano de Infectología","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Telmatology; Context (archaeology); Rock blasting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003497529,0.0006693542,0.001199328,0.0006817409,0.00175636,0.00006239655,0.0006904991,0.002215269,0.005443406],"category_scores_gemma":[0.008169374,0.000679418,0.0003225112,0.001397917,0.000412382,0.0001881165,0.0003782677,0.003455966,0.004436159],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542809,"about_ca_system_score_gemma":0.01850439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013213,"about_ca_topic_score_gemma":0.0003962519,"domain_scores_codex":[0.9907154,0.002759403,0.001986821,0.00103031,0.0004987647,0.003009244],"domain_scores_gemma":[0.9936303,0.002490145,0.0006205919,0.001294996,0.0004024654,0.001561427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004224434,0.001304288,0.3675231,0.005847161,0.0002054943,0.00009923844,0.004280072,0.000008829289,0.0006506607,0.033401,0.4086582,0.1775996],"study_design_scores_gemma":[0.00203584,0.000211923,0.2857933,0.002039152,0.0001767122,0.00001529882,0.0007565307,0.0002885743,0.0001245115,0.004175538,0.703955,0.0004276465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.544031,0.01157415,0.006261596,0.0979727,0.02521487,0.003829033,0.0001283935,0.0005645831,0.3104237],"genre_scores_gemma":[0.909532,0.003221007,0.0007423183,0.05737151,0.001773098,0.0005469772,0.000122738,0.00008418752,0.02660624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.365501,"threshold_uncertainty_score":0.9995657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513082774987382,"score_gpt":0.4547102800016437,"score_spread":0.4195794522517698,"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."}}