{"id":"W4410857537","doi":"10.19083/tesis/684104","title":"Propuesta de una guía para la mejora de revisión de modelos BIM de Colegios, basado en Interoperabilidad y Open BIM en la Autoridad Nacional de Infraestructura","year":2024,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Occupational Health and Safety in Workplaces","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Centre for Applied Research in Cancer Control","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01032248,0.00152306,0.0008133755,0.003933494,0.001275392,0.006028168,0.002876165,0.002122474,0.01129434],"category_scores_gemma":[0.01859904,0.0008450485,0.001750609,0.003213776,0.002952653,0.005814684,0.005402965,0.003062663,0.003653962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905324,"about_ca_system_score_gemma":0.004007099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00483716,"about_ca_topic_score_gemma":0.004257855,"domain_scores_codex":[0.9894955,0.00262997,0.0005335109,0.001289546,0.005568932,0.0004824956],"domain_scores_gemma":[0.984642,0.00449133,0.0007797192,0.003771591,0.005798129,0.0005172673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003969101,0.0003515701,0.005498805,0.002338497,0.0001508653,0.0008648792,0.009839906,0.0188148,0.04667578,0.1972373,0.01548987,0.7023408],"study_design_scores_gemma":[0.0001302779,0.0006587338,0.008051782,0.00231336,0.0002996091,0.002780951,0.005065093,0.108783,0.09376548,0.09447213,0.6832411,0.0004384821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01056937,0.0009311844,0.9576877,0.001403646,0.0002459396,0.0003128157,0.0002552017,0.004782658,0.02381149],"genre_scores_gemma":[0.14431,0.001982521,0.8249272,0.0008366997,0.0001796145,0.0007022788,0.0008740142,0.002154194,0.02403338],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01129434,"threshold_uncertainty_score":0.05459118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671053155614893,"score_gpt":0.3953960838083511,"score_spread":0.3686855522522022,"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."}}