{"id":"W4403632066","doi":"10.56083/rcv4n10-168","title":"DETERMINAÇÃO DA CONDUTIVIDADE HIDRÁULICA EM ATERRO CONTROLADO E SANITÁRIO: UM ESTUDO COMPARATIVO UTILIZANDO O PERMEÂMETRO DE GUELPH","year":2024,"lang":"pt","type":"article","venue":"Revista Contemporânea","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001174787,0.00127238,0.001626969,0.0002099059,0.00100968,0.001349019,0.0009460694,0.0003921528,0.004999605],"category_scores_gemma":[0.000103941,0.001165855,0.0009630208,0.0008452508,0.001388874,0.0007202202,0.0009170559,0.0009783318,0.0043142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008993744,"about_ca_system_score_gemma":0.00008060702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007264952,"about_ca_topic_score_gemma":0.000457168,"domain_scores_codex":[0.9933119,0.0006900185,0.001452861,0.001827983,0.001013038,0.001704171],"domain_scores_gemma":[0.9974683,0.0005335459,0.0003559048,0.0009248154,0.00002264999,0.000694807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001528769,0.002300987,0.7127329,0.003116429,0.003637661,0.003730984,0.02595776,0.0001655763,0.04949692,0.002182256,0.08846716,0.1066826],"study_design_scores_gemma":[0.003023292,0.001067017,0.2404997,0.001527415,0.0009518164,0.0002616571,0.008280803,0.008492907,0.0009403736,0.0001216849,0.7325816,0.002251707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878462,0.08849584,0.001697567,0.001534224,0.001109877,0.002426781,0.000904589,0.0004645736,0.0155203],"genre_scores_gemma":[0.9887031,0.002628594,0.0001271343,0.0007496611,0.0002337102,0.0001635303,0.00007992636,0.0001344946,0.007179847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6441144,"threshold_uncertainty_score":0.9996877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193201173001972,"score_gpt":0.2772965669937607,"score_spread":0.245364555263741,"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."}}