{"id":"W4411994851","doi":"10.22289/sg.v6n1a29","title":"QUALIDADE FÍSICO-QUÍMICA E MICROBIOLÓGICA DA ÁGUA DE FUROS (POÇOS ARTESIANOS) PARA CONSUMO ESCOLAR EM CHIMOIO - MOÇAMBIQUE: Estudo em três escolas públicas","year":2025,"lang":"en","type":"article","venue":"Scientia Generalis","topic":"Healthcare Regulation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Parks and Wilderness Society","funders":"","keywords":"Medicine","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":[0.002891698,0.000596174,0.0008399989,0.0007852877,0.002630566,0.0003206683,0.0009594855,0.0008240151,0.0009386886],"category_scores_gemma":[0.0005767781,0.0005856117,0.0003043965,0.002364855,0.0003004415,0.0003942693,0.0004669529,0.001244455,0.0009499678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027132,"about_ca_system_score_gemma":0.00314135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339223,"about_ca_topic_score_gemma":0.003328979,"domain_scores_codex":[0.9914855,0.002718471,0.001633291,0.00140668,0.0006811551,0.002074902],"domain_scores_gemma":[0.9960474,0.0004797115,0.0005785867,0.001584002,0.0006035936,0.0007066822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003737339,0.0008225904,0.07504086,0.001511538,0.0003835708,0.00007360258,0.02666783,0.0001678524,0.4364559,0.02365662,0.4217049,0.01314094],"study_design_scores_gemma":[0.007497509,0.0003830519,0.2931156,0.001670117,0.0004687595,0.00005240213,0.008658323,0.003486094,0.05338332,0.003017672,0.6259009,0.002366179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762404,0.0006582083,0.001964471,0.01263989,0.002491688,0.003096134,0.0003682302,0.0005313772,0.00200963],"genre_scores_gemma":[0.9651151,0.00007635864,0.008295083,0.01300581,0.0005843911,0.000483435,0.0004724747,0.0001086338,0.01185873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3830726,"threshold_uncertainty_score":0.9999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06995815456211746,"score_gpt":0.4413228119873858,"score_spread":0.3713646574252683,"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."}}