{"id":"W4414903331","doi":"10.23900/2359-1552v14n7-56-2025","title":"O CICLO DA VIDA: CULTURA, HIGIENIZAÇÃO E SAÚDE NA AGRICULTURA DO RIO GRANDE DO SUL","year":2025,"lang":"pt","type":"article","venue":"Revista Políticas Públicas & Cidades","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participant observation; Rural population; Rural district; Rural area","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006807707,0.001544775,0.00147508,0.0002627521,0.001339205,0.003570711,0.00199704,0.0008177531,0.004946509],"category_scores_gemma":[0.0003671172,0.001024445,0.0007893905,0.00397907,0.0007090793,0.001129813,0.001276128,0.001233277,0.004493761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143816,"about_ca_system_score_gemma":0.0001486322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002183707,"about_ca_topic_score_gemma":0.00004162089,"domain_scores_codex":[0.9922505,0.000408948,0.001674915,0.002181037,0.0014728,0.002011823],"domain_scores_gemma":[0.9968078,0.0003276264,0.0005886283,0.001246644,0.0001806805,0.0008486209],"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":[0.0002344532,0.001219779,0.04378581,0.00101809,0.0009523803,0.0003588223,0.003680421,0.0000514227,0.081316,0.07227547,0.7002074,0.09489995],"study_design_scores_gemma":[0.001423763,0.000147923,0.1932116,0.001525323,0.0005432427,0.000139706,0.001684268,0.0000396514,0.003425533,0.0005364584,0.7953704,0.001952132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7687878,0.02297115,0.000361087,0.04198997,0.002324842,0.005085264,0.0005509145,0.001074959,0.156854],"genre_scores_gemma":[0.9214343,0.004240303,0.0004921203,0.001443966,0.0003933836,0.0001088336,0.0002387665,0.000065244,0.07158306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526465,"threshold_uncertainty_score":0.9999609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073709037927344,"score_gpt":0.2638265625192586,"score_spread":0.2530894721399852,"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."}}