{"id":"W7045302623","doi":"","title":"Avaliação da concentração de metais pesados e hidrocarbonetos no solo do campo de petróleo Fazenda Belém nos municípios de Aracati e Icapuí no Estado do Ceará","year":2011,"lang":"en","type":"article","venue":"Americanae (AECID Library)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infiltration (HVAC); Hydrology (agriculture); Oil field; Oil sands; Oil spill; Petroleum; Sediment","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002670083,0.0004681181,0.0004497952,0.0001374057,0.0003046659,0.0001096771,0.0008842943,0.0001999582,0.01715329],"category_scores_gemma":[0.0001719596,0.0004656895,0.0002435844,0.0008268533,0.000742494,0.001286595,0.0003300221,0.0005210652,0.002761939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003832418,"about_ca_system_score_gemma":0.0001955731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03417994,"about_ca_topic_score_gemma":0.00011083,"domain_scores_codex":[0.9966776,0.0003637875,0.0005265758,0.0008008296,0.0004973567,0.00113387],"domain_scores_gemma":[0.9978872,0.0001179058,0.000368555,0.0008141694,0.0000222821,0.0007899118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002355287,0.0005308753,0.8294431,0.00005204999,0.0002224837,0.0002506548,0.008292774,0.0002011417,0.04299792,0.0007144908,0.02899601,0.08806299],"study_design_scores_gemma":[0.001921615,0.001100137,0.8580232,0.0001193667,0.0002579146,0.0001773913,0.00199037,0.007350165,0.07130422,0.001389035,0.05439485,0.001971769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344206,0.0002130129,0.00141469,0.0004002335,0.0003815433,0.0005137161,0.00004588238,0.0004093149,0.06220099],"genre_scores_gemma":[0.9760197,0.0007639436,0.01600856,0.002825314,0.0001458396,0.0001116427,0.00003868644,0.00010959,0.003976732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08609123,"threshold_uncertainty_score":0.9997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147301622410424,"score_gpt":0.2076816552511877,"score_spread":0.1962086390270835,"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."}}