{"id":"W4387327675","doi":"10.61411/rsc17514","title":"AGENTES FÍSICOS E QUÍMICOS NO CONTROLE MICROBIOLÓGICO","year":2023,"lang":"pt","type":"article","venue":"Revista Sociedade Científica","topic":"Healthcare Regulation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003107176,0.0008107635,0.001420438,0.0004875968,0.00248886,0.000240836,0.0008972591,0.001277836,0.002652372],"category_scores_gemma":[0.001356085,0.0008267122,0.0007782103,0.002686689,0.000293593,0.0002780677,0.0005697978,0.00190848,0.04705184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110114,"about_ca_system_score_gemma":0.001472069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008905169,"about_ca_topic_score_gemma":0.0000232057,"domain_scores_codex":[0.9897838,0.00260606,0.002266048,0.001509385,0.001017824,0.002816901],"domain_scores_gemma":[0.9942591,0.001423991,0.001154974,0.00162465,0.0005434281,0.0009938931],"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":[0.0002336963,0.0005844471,0.01002061,0.008792309,0.0003876542,0.00006173539,0.02163617,0.0000361763,0.06264763,0.02058221,0.8637281,0.01128923],"study_design_scores_gemma":[0.002660515,0.000224318,0.02741743,0.002593098,0.0001998364,0.000007127978,0.006412638,0.005372275,0.0001384508,0.00006054739,0.953931,0.0009827878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7779654,0.02234265,0.001656731,0.1227306,0.01864816,0.02468413,0.005580093,0.006127207,0.02026511],"genre_scores_gemma":[0.9416535,0.002309277,0.000155853,0.004576163,0.002464049,0.0003359253,0.001295829,0.0002984546,0.04691095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1636881,"threshold_uncertainty_score":0.9994184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07344799348932507,"score_gpt":0.3938355830391536,"score_spread":0.3203875895498285,"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."}}