{"id":"W2967841042","doi":"","title":"FORTALECE INGENIERÍA OFERTA Y CALIDAD EDUCATIVA. INFORME DEL DIRECTOR DE LA FACULTAD","year":2019,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2019)","topic":"Occupational Health and Safety in Workplaces","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003187124,0.0009373375,0.001379697,0.0005037932,0.001426824,0.0001881873,0.001074381,0.001730573,0.005032066],"category_scores_gemma":[0.00181851,0.0008557925,0.0004288797,0.0008924744,0.0003445125,0.0007394497,0.0004402286,0.002652381,0.0145915],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008922814,"about_ca_system_score_gemma":0.005897266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004826076,"about_ca_topic_score_gemma":0.0003984726,"domain_scores_codex":[0.9913424,0.001872052,0.002119695,0.001034202,0.001030104,0.002601589],"domain_scores_gemma":[0.9902053,0.0051758,0.001193213,0.001449854,0.0006080741,0.001367724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008287781,0.0005128485,0.6430666,0.002130731,0.0002211386,0.000008957259,0.006747191,0.00009010753,0.0002773712,0.00578394,0.3314107,0.008921581],"study_design_scores_gemma":[0.002119607,0.0002539146,0.55751,0.001505534,0.0001419753,0.00002247614,0.001835431,0.0005990288,0.0001050283,0.000505002,0.4344796,0.0009224258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272867,0.004697245,0.0001602338,0.009371639,0.009802212,0.003417997,0.001330989,0.0003169078,0.04361604],"genre_scores_gemma":[0.8207389,0.003010574,0.001923823,0.00476022,0.001631116,0.0002736448,0.0009422585,0.0002040411,0.1665155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1228994,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302591343427102,"score_gpt":0.381932256610634,"score_spread":0.358906343176363,"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."}}